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  • University of Oklahoma
  • Norman

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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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rohanMukka/README.md

Hey, I'm Rohan Mukka 👋

MS in Computer Science @ University of Oklahoma

I build systems that scale — from distributed streaming pipelines to AI-powered developer tools.

Portfolio LinkedIn Email

🛠 Tech Stack

Languages   Python TypeScript Java JavaScript

Backend   FastAPI Node.js Redis Kafka PostgreSQL MongoDB

Frontend   React Next.js Tailwind

ML / AI   PyTorch TensorFlow scikit-learn HuggingFace OpenAI

Infra   Docker Airflow MLflow GitHub Actions Firebase

🚀 Featured Projects

Project What it does Stack
StreamSense Real-time event streaming analytics — 5k+ events/sec with windowed aggregations and a live dashboard Kafka · FastAPI · Redis · Next.js · PostgreSQL
NexusRAG Production-grade RAG with hybrid retrieval (dense + BM25 + reranking), hallucination detection, and RAGAS evaluation Python · FastAPI · ChromaDB · OpenAI · Next.js
CollabCode Real-time collaborative code editor with CRDT sync, Docker-sandboxed execution, and presence indicators TypeScript · React · Yjs · Monaco · WebSocket
JobForge Distributed, fault-tolerant background job processing — priority queues, exponential backoff, chaos mode Python · Redis Streams · FastAPI · React
MLFlowForge End-to-end MLOps pipeline — Airflow DAGs, MLflow registry, Evidently drift monitoring, automated retraining Python · Airflow · MLflow · PyTorch · XGBoost
JAI AI Chrome extension that auto-tailors resumes to job descriptions with Overleaf LaTeX integration TypeScript · Next.js · Google Gemini · MongoDB
CodeThrough Interactive algorithm visualizer — step through code and watch data structures transform in real time TypeScript · React · CodeMirror · ReactFlow
EduLens AI Adaptive learning companion using NLP to analyze student understanding and personalize learning paths TypeScript · NLP · Nira Hackathon 2026

📊 Research

  • Fake Review Detection on Yelp — Combining Transformer semantics with reviewer behavior features
  • Multilingual Polarization Detection — SemEval 2026 Task 9 across 22 languages (mBERT, LoRA)
  • EEG Emotion Recognition — Dual-branch CNN + Random Forest achieving ~90% accuracy on GAMEEMO
  • Hybrid AI Diagnostics — OWL ontology + SWRL rules + ML classifiers for medical inference (+25% accuracy)

📈 GitHub Stats

  

⚡ 611 contributions this year  |  470 commits  |  112 PRs  |  28 repos

Always building. Always learning.

Pinned Loading

  1. BEneFIT BEneFIT Public

    Forked from kushi-3/BEneFIT

    A decentralized fitness accountability framework using ETH staking, smart contracts, and fraud-resistant goal validation, inspired by behavioral psychology.

    JavaScript

  2. IPMS IPMS Public

    Forked from IPMS-Project/IPMS

    Full-stack internship program management system with approval workflows, compliance dashboards, and email notifications. React.js, Node.js, MongoDB.

    JavaScript

  3. JAI JAI Public

    AI-powered Chrome extension + Next.js dashboard that auto-tailors resumes to job descriptions using Google Gemini, with Overleaf LaTeX integration.

    TypeScript 2

  4. Multiclass-Emotion-Recognition-from-EEG-Signals Multiclass-Emotion-Recognition-from-EEG-Signals Public

    Dual-branch hybrid (CNN + Random Forest) system for emotion recognition from EEG signals, achieving ~90% accuracy on the GAMEEMO dataset.

    Jupyter Notebook

  5. Multilingual-Polarization-Detection Multilingual-Polarization-Detection Public

    Forked from kushi-3/KKR_NLP

    SemEval 2026 Task 9: Multilingual polarization detection across 22 languages using mBERT, LoRA fine-tuning, and LLM prompting.

    Jupyter Notebook