diff --git a/README.md b/README.md index aba6c6f..7547359 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,248 @@ -# cv2 -My new CV written with RenderCV +# miti99's CV + +- Email: [john.doe@email.com](mailto:john.doe@email.com) +- Location: San Francisco, CA +- Website: [rendercv.com](https://rendercv.com/) +- LinkedIn: [rendercv](https://linkedin.com/in/rendercv) +- GitHub: [rendercv](https://github.com/rendercv) + + +# Welcome to RenderCV +RenderCV reads a CV written in a YAML file, and generates a PDF with professional typography. + +See the [documentation](https://docs.rendercv.com) for more details. + +# Education +## **Princeton University**, Computer Science + +**PhD** + +Princeton, NJ + +Sept 2018 – May 2023 + +- Thesis: Efficient Neural Architecture Search for Resource-Constrained Deployment + +- Advisor: Prof. Sanjeev Arora + +- NSF Graduate Research Fellowship, Siebel Scholar (Class of 2022) + + + +## **Boğaziçi University**, Computer Engineering + +**BS** + +Istanbul, Türkiye + +Sept 2014 – June 2018 + +- GPA: 3.97/4.00, Valedictorian + +- Fulbright Scholarship recipient for graduate studies + + + +# Experience +## **Nexus AI**, Co-Founder & CTO + +San Francisco, CA + +June 2023 – present + + + +2 years 9 months + +- Built foundation model infrastructure serving 2M+ monthly API requests with 99.97% uptime + +- Raised $18M Series A led by Sequoia Capital, with participation from a16z and Founders Fund + +- Scaled engineering team from 3 to 28 across ML research, platform, and applied AI divisions + +- Developed proprietary inference optimization reducing latency by 73% compared to baseline + + + +## **NVIDIA Research**, Research Intern + +Santa Clara, CA + +May 2022 – Aug 2022 + + + +4 months + +- Designed sparse attention mechanism reducing transformer memory footprint by 4.2x + +- Co-authored paper accepted at NeurIPS 2022 (spotlight presentation, top 5% of submissions) + + + +## **Google DeepMind**, Research Intern + +London, UK + +May 2021 – Aug 2021 + + + +4 months + +- Developed reinforcement learning algorithms for multi-agent coordination + +- Published research at top-tier venues with significant academic impact + + - ICML 2022 main conference paper, cited 340+ times within two years + + - NeurIPS 2022 workshop paper on emergent communication protocols + + - Invited journal extension in JMLR (2023) + + + +## **Apple ML Research**, Research Intern + +Cupertino, CA + +May 2020 – Aug 2020 + + + +4 months + +- Created on-device neural network compression pipeline deployed across 50M+ devices + +- Filed 2 patents on efficient model quantization techniques for edge inference + + + +## **Microsoft Research**, Research Intern + +Redmond, WA + +May 2019 – Aug 2019 + + + +4 months + +- Implemented novel self-supervised learning framework for low-resource language modeling + +- Research integrated into Azure Cognitive Services, reducing training data requirements by 60% + + + +# Projects +## **[FlashInfer](https://github.com/)** + +Jan 2023 – present + +Open-source library for high-performance LLM inference kernels + +- Achieved 2.8x speedup over baseline attention implementations on A100 GPUs + +- Adopted by 3 major AI labs, 8,500+ GitHub stars, 200+ contributors + + + +## **[NeuralPrune](https://github.com/)** + +Jan 2021 + +Automated neural network pruning toolkit with differentiable masks + +- Reduced model size by 90% with less than 1% accuracy degradation on ImageNet + +- Featured in PyTorch ecosystem tools, 4,200+ GitHub stars + + + +# Publications +## **Sparse Mixture-of-Experts at Scale: Efficient Routing for Trillion-Parameter Models** + +July 2023 + +*John Doe*, Sarah Williams, David Park + +[10.1234/neurips.2023.1234](https://doi.org/10.1234/neurips.2023.1234) (NeurIPS 2023) + + + +## **Neural Architecture Search via Differentiable Pruning** + +Dec 2022 + +James Liu, *John Doe* + +[10.1234/neurips.2022.5678](https://doi.org/10.1234/neurips.2022.5678) (NeurIPS 2022, Spotlight) + + + +## **Multi-Agent Reinforcement Learning with Emergent Communication** + +July 2022 + +Maria Garcia, *John Doe*, Tom Anderson + +[10.1234/icml.2022.9012](https://doi.org/10.1234/icml.2022.9012) (ICML 2022) + + + +## **On-Device Model Compression via Learned Quantization** + +May 2021 + +*John Doe*, Kevin Wu + +[10.1234/iclr.2021.3456](https://doi.org/10.1234/iclr.2021.3456) (ICLR 2021, Best Paper Award) + + + +# Selected Honors +- MIT Technology Review 35 Under 35 Innovators (2024) + +- Forbes 30 Under 30 in Enterprise Technology (2024) + +- ACM Doctoral Dissertation Award Honorable Mention (2023) + +- Google PhD Fellowship in Machine Learning (2020 – 2023) + +- Fulbright Scholarship for Graduate Studies (2018) + +# Skills +**Languages:** Python, C++, CUDA, Rust, Julia + +**ML Frameworks:** PyTorch, JAX, TensorFlow, Triton, ONNX + +**Infrastructure:** Kubernetes, Ray, distributed training, AWS, GCP + +**Research Areas:** Neural architecture search, model compression, efficient inference, multi-agent RL + +# Patents +1. Adaptive Quantization for Neural Network Inference on Edge Devices (US Patent 11,234,567) + +1. Dynamic Sparsity Patterns for Efficient Transformer Attention (US Patent 11,345,678) + +1. Hardware-Aware Neural Architecture Search Method (US Patent 11,456,789) + +# Invited Talks +1. Scaling Laws for Efficient Inference — Stanford HAI Symposium (2024) + +1. Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024) + +1. From Research to Production: Lessons in ML Systems — NeurIPS Workshop (2023) + +1. Efficient Deep Learning: A Practitioner's Perspective — Google Tech Talk (2022) + +# Any Section Title +You can use any section title you want. + +You can choose any entry type for the section: `TextEntry`, `ExperienceEntry`, `EducationEntry`, `PublicationEntry`, `BulletEntry`, `NumberedEntry`, or `ReversedNumberedEntry`. + +Markdown syntax is supported everywhere. + +The `design` field in YAML gives you control over almost any aspect of your CV design. + +See the [documentation](https://docs.rendercv.com) for more details. diff --git a/index.html b/index.html new file mode 100644 index 0000000..7dc5b9d --- /dev/null +++ b/index.html @@ -0,0 +1,256 @@ + + + + + + + + + + + + + + + + + + + + + + +
+

miti99's CV

+ +

Welcome to RenderCV

+

RenderCV reads a CV written in a YAML file, and generates a PDF with professional typography.

+

See the documentation for more details.

+

Education

+

Princeton University, Computer Science

+

PhD

+

Princeton, NJ

+

Sept 2018 – May 2023

+ +

Boğaziçi University, Computer Engineering

+

BS

+

Istanbul, Türkiye

+

Sept 2014 – June 2018

+ +

Experience

+

Nexus AI, Co-Founder & CTO

+

San Francisco, CA

+

June 2023 – present

+

2 years 9 months

+ +

NVIDIA Research, Research Intern

+

Santa Clara, CA

+

May 2022 – Aug 2022

+

4 months

+ +

Google DeepMind, Research Intern

+

London, UK

+

May 2021 – Aug 2021

+

4 months

+ +

Apple ML Research, Research Intern

+

Cupertino, CA

+

May 2020 – Aug 2020

+

4 months

+ +

Microsoft Research, Research Intern

+

Redmond, WA

+

May 2019 – Aug 2019

+

4 months

+ +

Projects

+

FlashInfer

+

Jan 2023 – present

+

Open-source library for high-performance LLM inference kernels

+ +

NeuralPrune

+

Jan 2021

+

Automated neural network pruning toolkit with differentiable masks

+ +

Publications

+

Sparse Mixture-of-Experts at Scale: Efficient Routing for Trillion-Parameter Models

+

July 2023

+

John Doe, Sarah Williams, David Park

+

10.1234/neurips.2023.1234 (NeurIPS 2023)

+

Neural Architecture Search via Differentiable Pruning

+

Dec 2022

+

James Liu, John Doe

+

10.1234/neurips.2022.5678 (NeurIPS 2022, Spotlight)

+

Multi-Agent Reinforcement Learning with Emergent Communication

+

July 2022

+

Maria Garcia, John Doe, Tom Anderson

+

10.1234/icml.2022.9012 (ICML 2022)

+

On-Device Model Compression via Learned Quantization

+

May 2021

+

John Doe, Kevin Wu

+

10.1234/iclr.2021.3456 (ICLR 2021, Best Paper Award)

+

Selected Honors

+ +

Skills

+

Languages: Python, C++, CUDA, Rust, Julia

+

ML Frameworks: PyTorch, JAX, TensorFlow, Triton, ONNX

+

Infrastructure: Kubernetes, Ray, distributed training, AWS, GCP

+

Research Areas: Neural architecture search, model compression, efficient inference, multi-agent RL

+

Patents

+
    +
  1. +

    Adaptive Quantization for Neural Network Inference on Edge Devices (US Patent 11,234,567)

    +
  2. +
  3. +

    Dynamic Sparsity Patterns for Efficient Transformer Attention (US Patent 11,345,678)

    +
  4. +
  5. +

    Hardware-Aware Neural Architecture Search Method (US Patent 11,456,789)

    +
  6. +
+

Invited Talks

+
    +
  1. +

    Scaling Laws for Efficient Inference — Stanford HAI Symposium (2024)

    +
  2. +
  3. +

    Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)

    +
  4. +
  5. +

    From Research to Production: Lessons in ML Systems — NeurIPS Workshop (2023)

    +
  6. +
  7. +

    Efficient Deep Learning: A Practitioner's Perspective — Google Tech Talk (2022)

    +
  8. +
+

Any Section Title

+

You can use any section title you want.

+

You can choose any entry type for the section: TextEntry, ExperienceEntry, EducationEntry, PublicationEntry, BulletEntry, NumberedEntry, or ReversedNumberedEntry.

+

Markdown syntax is supported everywhere.

+

The design field in YAML gives you control over almost any aspect of your CV design.

+

See the documentation for more details.

+
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0 R + /A [<< + /O /List + /ListNumbering /Circle + >>] + /K [273 0 R 269 0 R 265 0 R 261 0 R] +>> +endobj + +261 0 obj +<< + /Type /StructElem + /S /LI + /P 260 0 R + /K [264 0 R 262 0 R] +>> +endobj + +262 0 obj +<< + /Type /StructElem + /S /LBody + /P 261 0 R + /K [263 0 R] +>> +endobj + +263 0 obj +<< + /Type /StructElem + /S /P + /P 262 0 R + /K [56 57] + /Pg 405 0 R +>> +endobj + +264 0 obj +<< + /Type /StructElem + /S /Lbl + /P 261 0 R + /K [55] + /Pg 405 0 R +>> +endobj + +265 0 obj +<< + /Type /StructElem + /S /LI + /P 260 0 R + /K [268 0 R 266 0 R] +>> +endobj + +266 0 obj +<< + /Type /StructElem + /S /LBody + /P 265 0 R + /K [267 0 R] +>> +endobj + +267 0 obj +<< + /Type /StructElem + /S /P + /P 266 0 R + /K [53 54] + /Pg 405 0 R +>> +endobj + +268 0 obj +<< + /Type /StructElem + /S /Lbl + /P 265 0 R + /K [52] + /Pg 405 0 R +>> +endobj + +269 0 obj +<< + /Type /StructElem + /S /LI + /P 260 0 R + /K [272 0 R 270 0 R] +>> +endobj + +270 0 obj +<< + /Type /StructElem + /S /LBody 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R] +>> +endobj + +281 0 obj +<< + /Type /StructElem + /S /Div + /P 280 0 R + /K [283 0 R 282 0 R] +>> +endobj + +282 0 obj +<< + /Type /StructElem + /S /P + /P 281 0 R + /K [42] + /Pg 405 0 R +>> +endobj + +283 0 obj +<< + /Type /StructElem + /S /P + /P 281 0 R + /K [41] + /Pg 405 0 R +>> +endobj + +284 0 obj +<< + /Type /StructElem + /S /Div + /P 280 0 R + /K [285 0 R] +>> +endobj + +285 0 obj +<< + /Type /StructElem + /S /Div + /P 284 0 R + /K [298 0 R 286 0 R] +>> +endobj + +286 0 obj +<< + /Type /StructElem + /S /Div + /P 285 0 R + /K [296 0 R 287 0 R] +>> +endobj + +287 0 obj +<< + /Type /StructElem + /S /L + /P 286 0 R + /A [<< + /O /List + /ListNumbering /Circle + >>] + /K [292 0 R 288 0 R] +>> +endobj + +288 0 obj +<< + /Type /StructElem + /S /LI + /P 287 0 R + /K [291 0 R 289 0 R] +>> +endobj + +289 0 obj +<< + /Type /StructElem + /S /LBody + /P 288 0 R + /K [290 0 R] +>> +endobj + +290 0 obj +<< + /Type /StructElem + /S /P + /P 289 0 R + /K [40] + /Pg 405 0 R +>> +endobj + +291 0 obj +<< + /Type /StructElem + /S /Lbl + /P 288 0 R + /K [39] + /Pg 405 0 R +>> +endobj + +292 0 obj +<< + /Type /StructElem + /S /LI + /P 287 0 R + /K [295 0 R 293 0 R] +>> +endobj + +293 0 obj +<< + /Type /StructElem + /S /LBody + /P 292 0 R + /K [294 0 R] +>> +endobj + +294 0 obj +<< + /Type /StructElem + /S /P + /P 293 0 R + /K [38] + /Pg 405 0 R +>> +endobj + +295 0 obj +<< + /Type /StructElem + /S /Lbl + /P 292 0 R + /K [37] + /Pg 405 0 R +>> +endobj + +296 0 obj +<< + /Type /StructElem + /S /P + /P 286 0 R + /K [297 0 R 36] + /Pg 405 0 R +>> +endobj + +297 0 obj +<< + /Type /StructElem + /S /Strong + /P 296 0 R + /K [35] + /Pg 405 0 R +>> +endobj + +298 0 obj +<< + /Type /StructElem + /S /Div + /P 285 0 R + /K [299 0 R] +>> +endobj + +299 0 obj +<< + /Type /StructElem + /S /Strong + /P 298 0 R + /A [<< + /O /Layout + /Placement /Block + >>] + /K [34] + /Pg 405 0 R +>> +endobj + +300 0 obj +<< + /Type /StructElem + /S /Div + /P 18 0 R + /K [304 0 R 301 0 R] +>> +endobj + 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/StructElem + /S /Link + /P 329 0 R + /K [14 << + /Type /OBJR + /Pg 405 0 R + /Obj 401 0 R + >> 15 << + /Type /OBJR + /Pg 405 0 R + /Obj 402 0 R + >> 16 << + /Type /OBJR + /Pg 405 0 R + /Obj 403 0 R + >>] + /Pg 405 0 R +>> +endobj + +331 0 obj +<< + /Type /StructElem + /S /Link + /P 329 0 R + /K [11 << + /Type /OBJR + /Pg 405 0 R + /Obj 398 0 R + >> 12 << + /Type /OBJR + /Pg 405 0 R + /Obj 399 0 R + >> 13 << + /Type /OBJR + /Pg 405 0 R + /Obj 400 0 R + >>] + /Pg 405 0 R +>> +endobj + +332 0 obj +<< + /Type /StructElem + /S /Link + /P 329 0 R + /K [8 << + /Type /OBJR + /Pg 405 0 R + /Obj 395 0 R + >> 9 << + /Type /OBJR + /Pg 405 0 R + /Obj 396 0 R + >> 10 << + /Type /OBJR + /Pg 405 0 R + /Obj 397 0 R + >>] + /Pg 405 0 R +>> +endobj + +333 0 obj +<< + /Type /StructElem + /S /Link + /P 329 0 R + /K [5 << + /Type /OBJR + /Pg 405 0 R + /Obj 392 0 R + >> 6 << + /Type /OBJR + /Pg 405 0 R + /Obj 393 0 R + >> 7 << + /Type /OBJR + /Pg 405 0 R + /Obj 394 0 R + >>] + /Pg 405 0 R +>> +endobj + +334 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79, 144), + colors-connections: rgb(0, 79, 144), + colors-section-titles: rgb(0, 79, 144), + colors-links: rgb(0, 79, 144), + colors-footer: rgb(128, 128, 128), + colors-top-note: rgb(128, 128, 128), + typography-line-spacing: 0.6em, + typography-alignment: "justified", + typography-date-and-location-column-alignment: right, + typography-font-family-body: "Source Sans 3", + typography-font-family-name: "Source Sans 3", + typography-font-family-headline: "Source Sans 3", + typography-font-family-connections: "Source Sans 3", + typography-font-family-section-titles: "Source Sans 3", + typography-font-size-body: 10pt, + typography-font-size-name: 30pt, + typography-font-size-headline: 10pt, + typography-font-size-connections: 10pt, + typography-font-size-section-titles: 1.4em, + typography-small-caps-name: false, + typography-small-caps-headline: false, + typography-small-caps-connections: false, + typography-small-caps-section-titles: false, + typography-bold-name: true, + typography-bold-headline: false, + typography-bold-connections: false, + typography-bold-section-titles: true, + links-underline: false, + links-show-external-link-icon: false, + header-alignment: center, + header-photo-width: 3.5cm, + header-space-below-name: 0.7cm, + header-space-below-headline: 0.7cm, + header-space-below-connections: 0.7cm, + header-connections-hyperlink: true, + header-connections-show-icons: true, + header-connections-display-urls-instead-of-usernames: false, + header-connections-separator: "", + header-connections-space-between-connections: 0.5cm, + section-titles-type: "with_partial_line", + section-titles-line-thickness: 0.5pt, + section-titles-space-above: 0.5cm, + section-titles-space-below: 0.3cm, + sections-allow-page-break: true, + sections-space-between-text-based-entries: 0.3em, + sections-space-between-regular-entries: 1.2em, + entries-date-and-location-width: 4.15cm, + entries-side-space: 0.2cm, + entries-space-between-columns: 0.1cm, + entries-allow-page-break: false, + entries-short-second-row: true, + entries-summary-space-left: 0cm, + entries-summary-space-above: 0cm, + entries-highlights-bullet: "•" , + entries-highlights-nested-bullet: "•" , + entries-highlights-space-left: 0.15cm, + entries-highlights-space-above: 0cm, + entries-highlights-space-between-items: 0cm, + entries-highlights-space-between-bullet-and-text: 0.5em, + date: datetime( + year: 2026, + month: 2, + day: 20, + ), +) + + += miti99 + +#connections( + [#connection-with-icon("location-dot")[San Francisco, CA]], + [#link("mailto:john.doe@email.com", icon: false, if-underline: false, if-color: false)[#connection-with-icon("envelope")[john.doe\@email.com]]], + [#link("https://rendercv.com/", icon: false, if-underline: false, if-color: false)[#connection-with-icon("link")[rendercv.com]]], + [#link("https://linkedin.com/in/rendercv", icon: false, if-underline: false, if-color: false)[#connection-with-icon("linkedin")[rendercv]]], + [#link("https://github.com/rendercv", icon: false, if-underline: false, if-color: false)[#connection-with-icon("github")[rendercv]]], +) + + +== Welcome to RenderCV + +RenderCV reads a CV written in a YAML file, and generates a PDF with professional typography. + +See the #link("https://docs.rendercv.com")[documentation] for more details. + +== Education + +#education-entry( + [ + #strong[Princeton University], Computer Science + + - Thesis: Efficient Neural Architecture Search for Resource-Constrained Deployment + + - Advisor: Prof. Sanjeev Arora + + - NSF Graduate Research Fellowship, Siebel Scholar (Class of 2022) + + ], + [ + Princeton, NJ + + Sept 2018 – May 2023 + + ], + degree-column: [ + #strong[PhD] + ], +) + +#education-entry( + [ + #strong[Boğaziçi University], Computer Engineering + + - GPA: 3.97\/4.00, Valedictorian + + - Fulbright Scholarship recipient for graduate studies + + ], + [ + Istanbul, Türkiye + + Sept 2014 – June 2018 + + ], + degree-column: [ + #strong[BS] + ], +) + +== Experience + +#regular-entry( + [ + #strong[Nexus AI], Co-Founder & CTO + + - Built foundation model infrastructure serving 2M+ monthly API requests with 99.97\% uptime + + - Raised \$18M Series A led by Sequoia Capital, with participation from a16z and Founders Fund + + - Scaled engineering team from 3 to 28 across ML research, platform, and applied AI divisions + + - Developed proprietary inference optimization reducing latency by 73\% compared to baseline + + ], + [ + San Francisco, CA + + June 2023 – present + + 2 years 9 months + + ], +) + +#regular-entry( + [ + #strong[NVIDIA Research], Research Intern + + - Designed sparse attention mechanism reducing transformer memory footprint by 4.2x + + - Co-authored paper accepted at NeurIPS 2022 (spotlight presentation, top 5\% of submissions) + + ], + [ + Santa Clara, CA + + May 2022 – Aug 2022 + + 4 months + + ], +) + +#regular-entry( + [ + #strong[Google DeepMind], Research Intern + + - Developed reinforcement learning algorithms for multi-agent coordination + + - Published research at top-tier venues with significant academic impact + + - ICML 2022 main conference paper, cited 340+ times within two years + + - NeurIPS 2022 workshop paper on emergent communication protocols + + - Invited journal extension in JMLR (2023) + + ], + [ + London, UK + + May 2021 – Aug 2021 + + 4 months + + ], +) + +#regular-entry( + [ + #strong[Apple ML Research], Research Intern + + - Created on-device neural network compression pipeline deployed across 50M+ devices + + - Filed 2 patents on efficient model quantization techniques for edge inference + + ], + [ + Cupertino, CA + + May 2020 – Aug 2020 + + 4 months + + ], +) + +#regular-entry( + [ + #strong[Microsoft Research], Research Intern + + - Implemented novel self-supervised learning framework for low-resource language modeling + + - Research integrated into Azure Cognitive Services, reducing training data requirements by 60\% + + ], + [ + Redmond, WA + + May 2019 – Aug 2019 + + 4 months + + ], +) + +== Projects + +#regular-entry( + [ + #strong[#link("https://github.com/")[FlashInfer]] + + #summary[Open-source library for high-performance LLM inference kernels] + + - Achieved 2.8x speedup over baseline attention implementations on A100 GPUs + + - Adopted by 3 major AI labs, 8,500+ GitHub stars, 200+ contributors + + ], + [ + Jan 2023 – present + + ], +) + +#regular-entry( + [ + #strong[#link("https://github.com/")[NeuralPrune]] + + #summary[Automated neural network pruning toolkit with differentiable masks] + + - Reduced model size by 90\% with less than 1\% accuracy degradation on ImageNet + + - Featured in PyTorch ecosystem tools, 4,200+ GitHub stars + + ], + [ + Jan 2021 + + ], +) + +== Publications + +#regular-entry( + [ + #strong[Sparse Mixture-of-Experts at Scale: Efficient Routing for Trillion-Parameter Models] + + #emph[John Doe], Sarah Williams, David Park + + #link("https://doi.org/10.1234/neurips.2023.1234")[10.1234\/neurips.2023.1234] (NeurIPS 2023) + + ], + [ + July 2023 + + ], +) + +#regular-entry( + [ + #strong[Neural Architecture Search via Differentiable Pruning] + + James Liu, #emph[John Doe] + + #link("https://doi.org/10.1234/neurips.2022.5678")[10.1234\/neurips.2022.5678] (NeurIPS 2022, Spotlight) + + ], + [ + Dec 2022 + + ], +) + +#regular-entry( + [ + #strong[Multi-Agent Reinforcement Learning with Emergent Communication] + + Maria Garcia, #emph[John Doe], Tom Anderson + + #link("https://doi.org/10.1234/icml.2022.9012")[10.1234\/icml.2022.9012] (ICML 2022) + + ], + [ + July 2022 + + ], +) + +#regular-entry( + [ + #strong[On-Device Model Compression via Learned Quantization] + + #emph[John Doe], Kevin Wu + + #link("https://doi.org/10.1234/iclr.2021.3456")[10.1234\/iclr.2021.3456] (ICLR 2021, Best Paper Award) + + ], + [ + May 2021 + + ], +) + +== Selected Honors + +- MIT Technology Review 35 Under 35 Innovators (2024) + +- Forbes 30 Under 30 in Enterprise Technology (2024) + +- ACM Doctoral Dissertation Award Honorable Mention (2023) + +- Google PhD Fellowship in Machine Learning (2020 – 2023) + +- Fulbright Scholarship for Graduate Studies (2018) + +== Skills + +#strong[Languages:] Python, C++, CUDA, Rust, Julia + +#strong[ML Frameworks:] PyTorch, JAX, TensorFlow, Triton, ONNX + +#strong[Infrastructure:] Kubernetes, Ray, distributed training, AWS, GCP + +#strong[Research Areas:] Neural architecture search, model compression, efficient inference, multi-agent RL + +== Patents + ++ Adaptive Quantization for Neural Network Inference on Edge Devices (US Patent 11,234,567) + ++ Dynamic Sparsity Patterns for Efficient Transformer Attention (US Patent 11,345,678) + ++ Hardware-Aware Neural Architecture Search Method (US Patent 11,456,789) + +== Invited Talks + +#reversed-numbered-entries( + [ + ++ Scaling Laws for Efficient Inference — Stanford HAI Symposium (2024) + ++ Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024) + ++ From Research to Production: Lessons in ML Systems — NeurIPS Workshop (2023) + ++ Efficient Deep Learning: A Practitioner's Perspective — Google Tech Talk (2022) + ], +) + +== Any Section Title + +You can use any section title you want. + +You can choose any entry type for the section: `TextEntry`, `ExperienceEntry`, `EducationEntry`, `PublicationEntry`, `BulletEntry`, `NumberedEntry`, or `ReversedNumberedEntry`. + +Markdown syntax is supported everywhere. + +The `design` field in YAML gives you control over almost any aspect of your CV design. + +See the #link("https://docs.rendercv.com")[documentation] for more details. diff --git a/miti99.yml b/miti99.yml new file mode 100644 index 0000000..9142c5c --- /dev/null +++ b/miti99.yml @@ -0,0 +1,368 @@ +# yaml-language-server: $schema=https://raw.githubusercontent.com/rendercv/rendercv/refs/tags/v2.6/schema.json +cv: + name: miti99 + headline: + location: San Francisco, CA + email: john.doe@email.com + photo: + phone: + website: https://rendercv.com/ + social_networks: + - network: LinkedIn + username: rendercv + - network: GitHub + username: rendercv + custom_connections: + sections: + Welcome to RenderCV: + - RenderCV reads a CV written in a YAML file, and generates a PDF with professional typography. + - See the [documentation](https://docs.rendercv.com) for more details. + education: + - institution: Princeton University + area: Computer Science + degree: PhD + date: + start_date: 2018-09 + end_date: 2023-05 + location: Princeton, NJ + summary: + highlights: + - 'Thesis: Efficient Neural Architecture Search for Resource-Constrained Deployment' + - 'Advisor: Prof. Sanjeev Arora' + - NSF Graduate Research Fellowship, Siebel Scholar (Class of 2022) + - institution: Boğaziçi University + area: Computer Engineering + degree: BS + date: + start_date: 2014-09 + end_date: 2018-06 + location: Istanbul, Türkiye + summary: + highlights: + - 'GPA: 3.97/4.00, Valedictorian' + - Fulbright Scholarship recipient for graduate studies + experience: + - company: Nexus AI + position: Co-Founder & CTO + date: + start_date: 2023-06 + end_date: present + location: San Francisco, CA + summary: + highlights: + - Built foundation model infrastructure serving 2M+ monthly API requests with 99.97% uptime + - Raised $18M Series A led by Sequoia Capital, with participation from a16z and Founders Fund + - Scaled engineering team from 3 to 28 across ML research, platform, and applied AI divisions + - Developed proprietary inference optimization reducing latency by 73% compared to baseline + - company: NVIDIA Research + position: Research Intern + date: + start_date: 2022-05 + end_date: 2022-08 + location: Santa Clara, CA + summary: + highlights: + - Designed sparse attention mechanism reducing transformer memory footprint by 4.2x + - Co-authored paper accepted at NeurIPS 2022 (spotlight presentation, top 5% of submissions) + - company: Google DeepMind + position: Research Intern + date: + start_date: 2021-05 + end_date: 2021-08 + location: London, UK + summary: + highlights: + - Developed reinforcement learning algorithms for multi-agent coordination + - Published research at top-tier venues with significant academic impact + - ICML 2022 main conference paper, cited 340+ times within two years + - NeurIPS 2022 workshop paper on emergent communication protocols + - Invited journal extension in JMLR (2023) + - company: Apple ML Research + position: Research Intern + date: + start_date: 2020-05 + end_date: 2020-08 + location: Cupertino, CA + summary: + highlights: + - Created on-device neural network compression pipeline deployed across 50M+ devices + - Filed 2 patents on efficient model quantization techniques for edge inference + - company: Microsoft Research + position: Research Intern + date: + start_date: 2019-05 + end_date: 2019-08 + location: Redmond, WA + summary: + highlights: + - Implemented novel self-supervised learning framework for low-resource language modeling + - Research integrated into Azure Cognitive Services, reducing training data requirements by 60% + projects: + - name: '[FlashInfer](https://github.com/)' + date: + start_date: 2023-01 + end_date: present + location: + summary: Open-source library for high-performance LLM inference kernels + highlights: + - Achieved 2.8x speedup over baseline attention implementations on A100 GPUs + - Adopted by 3 major AI labs, 8,500+ GitHub stars, 200+ contributors + - name: '[NeuralPrune](https://github.com/)' + date: '2021' + start_date: + end_date: + location: + summary: Automated neural network pruning toolkit with differentiable masks + highlights: + - Reduced model size by 90% with less than 1% accuracy degradation on ImageNet + - Featured in PyTorch ecosystem tools, 4,200+ GitHub stars + publications: + - title: 'Sparse Mixture-of-Experts at Scale: Efficient Routing for Trillion-Parameter Models' + authors: + - '*John Doe*' + - Sarah Williams + - David Park + summary: + doi: 10.1234/neurips.2023.1234 + url: + journal: NeurIPS 2023 + date: 2023-07 + - title: Neural Architecture Search via Differentiable Pruning + authors: + - James Liu + - '*John Doe*' + summary: + doi: 10.1234/neurips.2022.5678 + url: + journal: NeurIPS 2022, Spotlight + date: 2022-12 + - title: Multi-Agent Reinforcement Learning with Emergent Communication + authors: + - Maria Garcia + - '*John Doe*' + - Tom Anderson + summary: + doi: 10.1234/icml.2022.9012 + url: + journal: ICML 2022 + date: 2022-07 + - title: On-Device Model Compression via Learned Quantization + authors: + - '*John Doe*' + - Kevin Wu + summary: + doi: 10.1234/iclr.2021.3456 + url: + journal: ICLR 2021, Best Paper Award + date: 2021-05 + selected_honors: + - bullet: MIT Technology Review 35 Under 35 Innovators (2024) + - bullet: Forbes 30 Under 30 in Enterprise Technology (2024) + - bullet: ACM Doctoral Dissertation Award Honorable Mention (2023) + - bullet: Google PhD Fellowship in Machine Learning (2020 – 2023) + - bullet: Fulbright Scholarship for Graduate Studies (2018) + skills: + - label: Languages + details: Python, C++, CUDA, Rust, Julia + - label: ML Frameworks + details: PyTorch, JAX, TensorFlow, Triton, ONNX + - label: Infrastructure + details: Kubernetes, Ray, distributed training, AWS, GCP + - label: Research Areas + details: Neural architecture search, model compression, efficient inference, multi-agent RL + patents: + - number: Adaptive Quantization for Neural Network Inference on Edge Devices (US Patent 11,234,567) + - number: Dynamic Sparsity Patterns for Efficient Transformer Attention (US Patent 11,345,678) + - number: Hardware-Aware Neural Architecture Search Method (US Patent 11,456,789) + invited_talks: + - reversed_number: Scaling Laws for Efficient Inference — Stanford HAI Symposium (2024) + - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024) + - reversed_number: 'From Research to Production: Lessons in ML Systems — NeurIPS Workshop (2023)' + - reversed_number: "Efficient Deep Learning: A Practitioner's Perspective — Google Tech Talk (2022)" + any_section_title: + - You can use any section title you want. + - 'You can choose any entry type for the section: `TextEntry`, `ExperienceEntry`, `EducationEntry`, `PublicationEntry`, `BulletEntry`, `NumberedEntry`, or `ReversedNumberedEntry`.' + - Markdown syntax is supported everywhere. + - The `design` field in YAML gives you control over almost any aspect of your CV design. + - See the [documentation](https://docs.rendercv.com) for more details. +design: + theme: classic + # page: + # size: us-letter + # top_margin: 0.7in + # bottom_margin: 0.7in + # left_margin: 0.7in + # right_margin: 0.7in + # show_footer: true + # show_top_note: true + # colors: + # body: rgb(0, 0, 0) + # name: rgb(0, 79, 144) + # headline: rgb(0, 79, 144) + # connections: rgb(0, 79, 144) + # section_titles: rgb(0, 79, 144) + # links: rgb(0, 79, 144) + # footer: rgb(128, 128, 128) + # top_note: rgb(128, 128, 128) + # typography: + # line_spacing: 0.6em + # alignment: justified + # date_and_location_column_alignment: right + # font_family: + # body: Source Sans 3 + # name: Source Sans 3 + # headline: Source Sans 3 + # connections: Source Sans 3 + # section_titles: Source Sans 3 + # font_size: + # body: 10pt + # name: 30pt + # headline: 10pt + # connections: 10pt + # section_titles: 1.4em + # small_caps: + # name: false + # headline: false + # connections: false + # section_titles: false + # bold: + # name: true + # headline: false + # connections: false + # section_titles: true + # links: + # underline: false + # show_external_link_icon: false + # header: + # alignment: center + # photo_width: 3.5cm + # photo_position: left + # photo_space_left: 0.4cm + # photo_space_right: 0.4cm + # space_below_name: 0.7cm + # space_below_headline: 0.7cm + # space_below_connections: 0.7cm + # connections: + # phone_number_format: national + # hyperlink: true + # show_icons: true + # display_urls_instead_of_usernames: false + # separator: '' + # space_between_connections: 0.5cm + # section_titles: + # type: with_partial_line + # line_thickness: 0.5pt + # space_above: 0.5cm + # space_below: 0.3cm + # sections: + # allow_page_break: true + # space_between_regular_entries: 1.2em + # space_between_text_based_entries: 0.3em + # show_time_spans_in: + # - experience + # entries: + # date_and_location_width: 4.15cm + # side_space: 0.2cm + # space_between_columns: 0.1cm + # allow_page_break: false + # short_second_row: true + # summary: + # space_above: 0cm + # space_left: 0cm + # highlights: + # bullet: • + # nested_bullet: • + # space_left: 0.15cm + # space_above: 0cm + # space_between_items: 0cm + # space_between_bullet_and_text: 0.5em + # templates: + # footer: '*NAME -- PAGE_NUMBER/TOTAL_PAGES*' + # top_note: '*LAST_UPDATED CURRENT_DATE*' + # single_date: MONTH_ABBREVIATION YEAR + # date_range: START_DATE – END_DATE + # time_span: HOW_MANY_YEARS YEARS HOW_MANY_MONTHS MONTHS + # one_line_entry: + # main_column: '**LABEL:** DETAILS' + # education_entry: + # main_column: |- + # **INSTITUTION**, AREA + # SUMMARY + # HIGHLIGHTS + # degree_column: '**DEGREE**' + # date_and_location_column: |- + # LOCATION + # DATE + # normal_entry: + # main_column: |- + # **NAME** + # SUMMARY + # HIGHLIGHTS + # date_and_location_column: |- + # LOCATION + # DATE + # experience_entry: + # main_column: |- + # **COMPANY**, POSITION + # SUMMARY + # HIGHLIGHTS + # date_and_location_column: |- + # LOCATION + # DATE + # publication_entry: + # main_column: |- + # **TITLE** + # SUMMARY + # AUTHORS + # URL (JOURNAL) + # date_and_location_column: DATE +locale: + language: english + # last_updated: Last updated in + # month: month + # months: months + # year: year + # years: years + # present: present + # month_abbreviations: + # - Jan + # - Feb + # - Mar + # - Apr + # - May + # - June + # - July + # - Aug + # - Sept + # - Oct + # - Nov + # - Dec + # month_names: + # - January + # - February + # - March + # - April + # - May + # - June + # - July + # - August + # - September + # - October + # - November + # - December +settings: + current_date: '2026-02-20' + render_command: + design: + locale: + typst_path: NAME_IN_SNAKE_CASE.typ + pdf_path: NAME_IN_SNAKE_CASE.pdf + markdown_path: README.md + html_path: index.html + png_path: NAME_IN_SNAKE_CASE.png + dont_generate_markdown: false + dont_generate_html: false + dont_generate_typst: false + dont_generate_pdf: false + dont_generate_png: false + bold_keywords: [] diff --git a/miti99_1.png b/miti99_1.png new file mode 100644 index 0000000..b7eee62 Binary files /dev/null and b/miti99_1.png differ diff --git a/miti99_2.png b/miti99_2.png new file mode 100644 index 0000000..80cbceb Binary files /dev/null and b/miti99_2.png differ diff --git a/miti99_3.png b/miti99_3.png new file mode 100644 index 0000000..3f8d239 Binary files /dev/null and b/miti99_3.png differ