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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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ParamChordiya/README.md

Param Chordiya

ML Engineer @ 7-Eleven  ·  MS Computer Engineering @ UC San Diego  ·  San Diego, CA

Building intelligent systems — from deep learning research to production pipelines and developer tools.


Deep Learning NLP Computer Vision MLOps Transformers LoRA RAG LLM Fine-tuning


   

⚡ What I'm Building

hpf
Smarter hyperparameter range suggestions via Optuna trial analysis

 codeweather
ASCII "weather report" for your codebase health

 shellsage
AI-powered shell assistant that learns your workflow

🔬 Research & Implementations

DynamicLoRA
Dynamic rank allocation for parameter-efficient fine-tuning

 transformer
Attention Is All You Need — built from scratch

 Video-SWIN
Video understanding with Shifted Window attention

🧰 Toolbox

ML & AI

Backend & Data

Cloud & DevOps

Frontend & Docs

  

Open to collaborations on ML research, open-source tools, and interesting problems.

paramchordiya.github.io →


Pinned Loading

  1. shellsage shellsage Public

    Python 1

  2. codeweather codeweather Public

    A weather forecast for your codebase health - analyze any git repo and get a fun ASCII weather report

    Python

  3. DynamicLoRA DynamicLoRA Public

    Python

  4. homehost homehost Public

    Turn your laptop into a web server. Host websites from home with zero config.

    Python

  5. meetscribe meetscribe Public

    Local meeting transcription — speaker identification, automatic notes, and summaries. No cloud required.

    Python

  6. speculative-decoding speculative-decoding Public

    A from-scratch speculative decoding inference engine in PyTorch — benchmarking draft/target model pairs for latency and token acceptance rate.

    Python