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PranavReddyGaddam/README.md
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Hi, I'm Pranav Reddy

Full Stack Engineer  |  AI/ML Systems  |  Backend Architecture


About Me

I'm a Software Engineer focused on building scalable full-stack and AI-driven systems. I work across the entire stack — from React/TypeScript frontends to FastAPI backends — and on the side I dig into ML research, LLM interpretability, and computer vision.

  • Currently pursuing my M.S. in Applied Data Science at San Jose State University (GPA: 3.8)
  • Won the SpartUp Spring Hackathon 2025, hosted by Cisco and SJSU
  • Certified AWS Cloud Practitioner and AWS AI Practitioner
  • Published researcher with a patent in ML for hate speech detection (No. 202341050260A)
  • Previously a Software Engineer (Data) at VE Projects Pvt Ltd, shipping APIs handling 500K+ daily requests

Projects

Advanced Explainable AI Toolkit



Full-stack mechanistic interpretability platform that fine-tunes LLMs with Process Reward Models (PRM) via LoRA adapters. Features 5 explainability endpoints (token confidence, attention weights, logit lens, gradient attribution, hidden state norms) with under 1.1s compute overhead per analysis. React + TypeScript dashboard with D3.js and Recharts visualizations.

Hirely: AI Interview Analysis Platform



Real-time interview analysis engine using 8+ Computer Vision models at 30 FPS, computing 50+ behavioral metrics with 95%+ accuracy. Integrated Claude, Groq, Deepgram, and ChromaDB for role-specific coaching. Production FastAPI + React platform with 20+ endpoints processing 1,800+ frames/min, cutting interview prep time by 60%.

GitBridge: Repos to Diagrams, Podcasts & Chat



AI platform processing 3GB+ repositories with diagram generation in under 6s and podcast creation in under 3 minutes via ElevenLabs streaming. Conversational AI powered by Qwen-32B with sub-200ms response latency. Full-stack system deployed via Docker on AWS EC2 with concurrent processing.

Pitch-Perfect: Cricket Shot Analysis



FastAPI + TensorFlow system running an EfficientNet-B0 + BiLSTM model to analyze 8-frame clips, classify four cricket shot types, and evaluate form quality with real-time confidence scoring. Full inference pipeline with OpenCV frame parsing, async Keras serving, and REST endpoints optimized for low-latency predictions.

Tech Stack

Languages

Python TypeScript JavaScript SQL HTML CSS

Frontend

React Next.js TailwindCSS D3.js Vite

Backend & APIs

FastAPI REST APIs GraphQL WebSockets

Databases

PostgreSQL MongoDB Supabase

AI / ML

PyTorch TensorFlow HuggingFace OpenCV ChromaDB

DevOps & Cloud

Docker Kubernetes AWS Jenkins Git


Education

San Jose State University

M.S. in Applied Data Science  |  CGPA: 3.8 / 4.0  |  Aug 2024 – May 2026

Big Data, Machine Learning, Data Warehousing & Pipelines, Distributed Systems

St. Martin's Engineering College

B.Tech in Computer Science and Engineering  |  GPA: 3.3 / 4.0  |  Aug 2019 – May 2023

Database Management Systems, Distributed Systems, Data Structures and Algorithms


Certifications & Publications

  • Winner — SpartUp Spring Hackathon 2025, hosted by Cisco and SJSU
  • AWS Certified Cloud Practitioner
  • AWS Certified AI Practitioner
  • Patent: ML Techniques for Hate Speech Detection (No. 202341050260A)
  • Publication: Student Classification (ICRTCS-23, Paper ID: ICRTCS-23-033)

GitHub Stats

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Let's Connect

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  1. GitBridge GitBridge Public

    GitBridge transforms any GitHub repository into an interactive experience: talk to it, visualize its architecture, or listen to a podcast summary of its structure.

    Python 1

  2. Movie-Recomendation Movie-Recomendation Public

    Forked from SreenidhiHayagreevan/Movie-Recomendation

    Behaviour Based Movie Recommendation System

    TypeScript

  3. Network-Based-Social-Media-Sentiment-Analysis-on-Twitter Network-Based-Social-Media-Sentiment-Analysis-on-Twitter Public

    Forked from katipally/Network-Based-Social-Media-Sentiment-Analysis-on-Twitter

    Jupyter Notebook

  4. QuizForge QuizForge Public

    QuizForge is an AI-powered learning platform that converts your PDFs and text into interactive quizzes, flashcards and summaries—built with FastAPI and Next.js for seamless study workflows.

    TypeScript