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Achievement: YOLOAchievement: QuickdrawAchievement: Pull SharkAchievement: Public Sponsor

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yavrohatgi/README.md

Hi, I'm Yav Rohatgi

DevOps Engineer @ Sonet.io | ML Researcher | AI Enthusiast
B.S. in Computer Engineering @ UMass Amherst

📌 About Me

  • DevOps Engineer @ Sonet.io – Automating VM provisioning and Azure alerting pipelines
  • ML Researcher @ UMass Amherst – Built math tutoring LLM system (90%+ accuracy on 5K+ problems)
  • Software Intern @ Samsung Data Systems – Improved sentiment pipelines for 50K+ product reviews
  • Sign Language Detection Gloves – Achieved 92% accuracy using IMUs and TensorFlow Lite

🧠 Technical Skills

Languages


Developer Tools


Libraries


Certifications

📂 Featured Projects

  • LLM-Based Math Tutoring System
    Trained with N-shot, Chain of Thought, and RAG. Boosted BLEU by 11.6%, achieving 90%+ accuracy on benchmark datasets.
    Tech: AI, LangChain, Prompt Engineering & Hugging Face

  • Sign Language Detection Gloves (Wearable Tech)
    Used 5 IMUs + Flex Sensors to capture gestures and classify signs with TensorFlow Lite.
    Tech: Machine Learning, Python, C++, TensorFlow, IMUs & BeagleBone Black

🔗 Connect with Me

Pinned Loading

  1. SignSpeak SignSpeak Public

    SignSpeak is a low-cost, real-time wearable glove that allows American Sign Language (ASL) users to communicate directly with people who do not understand ASL. It uses IMU sensors, a BeagleBone Bla…

    C 1

  2. resume-grader resume-grader Public

    This project is a Python-based resume parser and grader that extracts skills, experience and projects from resumes. It then compares the resume against a job description to generate a match score, …

    Python 1

  3. TaskSpy TaskSpy Public

    TaskSpy is a Python program designed to help users track their computer activity. It records time spent on various tasks, such as browsing websites, entertainment, work, and more, providing insight…

    Python 1