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grohan1130/README.md

Hi there, I'm Rohan

BS/MS @ WashU | Open to collaboration & new opportunities

Specializing in: Machine Learning, Computer Vision

Previously: Findhelp, Perplexity, Latch Arthedge Capital Partners

  • 🔭 Recent internship: Developed a Service Catalog Management Tool at Findhelp
  • 🌱 Research interests: Deep learning for image super-resolution
  • 💬 Open to collaborate on impactful projects or discuss emerging trends in applied machine learning, startups, computer vision, investing, healthcare, edtech
  • 📫 Reach me at: grohan1130 [at] gmail.com

Projects

  • TennisCV — Real-time player movement, ball tracking, and win probability modeling using YOLO & custom CNNs
  • lip-reader-cv — Lip reading system using computer vision and deep learning to transcribe spoken words from silent video footage
  • ersgan-knowledge-distillation — Compressed ESRGAN super-resolution model using knowledge distillation to reduce inference latency while retaining visual fidelity
  • learn-loop — AI-native learning management system that aggregates student interactions with course material & delivers actionable insights to teachers
  • hablamos — Audio-based language learning chatbot that engages in short Spanish conversations using LLMs (in progress)

🛠 Tech Stack

Languages
Python JavaScript TypeScript SQL

Frameworks & Libraries
React FastAPI Flask Next.js Node.js

Machine Learning & AI
PyTorch TensorFlow scikit-learn

Databases
MySQL PostgreSQL MongoDB

Cloud & DevOps
AWS Google Cloud Docker

Pinned Loading

  1. lip-reader-cv lip-reader-cv Public

    Lip-reading neural network leveraging 3D convolutional layers and bidirectional LSTMs to transcribe speech from video sequences based on lip movements. Utilizes Connectionist Temporal Classificatio…

    Jupyter Notebook

  2. TennisCV TennisCV Public

    Computer vision-powered tennis analytics system, extracting real-time performance metrics including shot placement, court coverage, and other predictive insights from match video footage

    Python

  3. ersgan-knowledge-distillation ersgan-knowledge-distillation Public

    A student-teacher framework for image super-resolution leveraging ESRGAN's capabilities to enhance low-resolution images efficiently.

    Python 1

  4. lecture-copilot lecture-copilot Public

    Real-time lecture transcription app to convert audio from a microphone into text, enabling students to capture and save lecture notes effortlessly.

    Python