rohith = {
"pronouns": "He / Him",
"role": "ML / AI Intern Aspirant",
"focus": "Agentic AI, LLMs & RAG Systems",
"education": "B.Tech CSE @ RGUKT RK Valley (CGPA: 8.48/10)",
"location": "Madanapalle, Andhra Pradesh, India 🇮🇳",
"currently_building": {
"rag_pipelines": "Qdrant + LLM Reranking",
"voice_agents": "Whisper + LangChain + Ollama",
"quantum_ml": "Variational Quantum Classifiers",
"backend": "FastAPI + WebSockets"
},
"fun_fact": "Won a Quantum Valley Hackathon by mixing qubits with cybersecurity 🏆"
}
Languages
AI / ML & Data
Backend & Databases
Tools & DevOps
| 🩺 Medical Knowledge Retrieval Engine | 🎙️ Real-Time Voice Q&A Assistant |
|---|---|
| RAG pipeline with LLM reranking End-to-end document ingestion, embedding generation, and semantic retrieval built on Qdrant, with LLM-based reranking to boost relevance. |
Real-time voice pipeline Whisper + LangChain + Ollama pipeline combining VAD, ASR, and LLM inference over FastAPI WebSockets for live conversation. |
Python FastAPI RAG Qdrant |
Whisper LangChain Ollama WebSockets |
| 🔐 QrypTalk — Quantum ML Secure Messaging | 🧬 SymptoSense AI |
|---|---|
| 🏆 Winner — Amaravati Quantum Valley Hackathon 2025 4-qubit Variational Quantum Classifier for intercept-resend detection (91.47% confidence), with SHA-256 key distillation. |
Medical RAG for symptom-based prediction Intelligent retrieval system mapping symptoms to likely conditions using a RAG-driven medical knowledge base. |
Quantum ML BB84 QRNG FastAPI |
RAG NLP TypeScript |
 |
|---|
RGUKT, RK Valley — Integrated B.Tech, Computer Science & Engineering 2024 – Present · CGPA: 8.48/10 |
- 🥇 Winner — Amaravati Quantum Valley Hackathon 2025
- 🏅 Oracle Agentic AI Certified Foundations Associate
- ⚛️ IBM Qiskit Advocate — IBM Quantum Developers Member
- 💻 170+ DSA problems solved on LeetCode & GeeksforGeeks
Open to ML / AI Engineering internships — always happy to talk RAG, LLMs, agents, or quantum ML. 👋