I don't just learn AI — I build with it. Whether it's an agent with real shell access to a user's machine or a RAG pipeline that cuts through document clutter, I care about systems that actually work outside a notebook.
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Umesh... ----------------------- Name : Umesh Sai Hanuma Prasad Syamala Degree : B.Tech, CSE (AI & ML) Location : Mangalagiri, Andhra Pradesh, India Contact ----------------------- Email : s.umeshsaihanumaprasad@gmail.com LinkedIn : linkedin.com/in/umeshsaihanumaprasad GitHub : github.com/Umesh-369 Languages ----------------------- Programming : Python, Java, JavaScript, TypeScript, SQL Core CS : DSA, OOP, DBMS GenAI Stack ----------------------- Frameworks : LangChain, Gemini API, FAISS, Ollama, OpenCV Libraries : Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn Runtimes : React, Flask, FastAPI, Node.js, Electron Awards ----------------------- ☕ NPTEL Elite Gold — Java (IIT Kharagpur), Top 5% 📜 Microsoft & LinkedIn — Career Essentials in GenAI |
I'm a second-year CSE (AI & ML) undergraduate currently chasing the intersection of generative AI and practical software engineering. I like building things that leave the notebook and actually run — agents with real filesystem/shell access, RAG pipelines that hold up on messy documents, and tools people can install and use.
Programming: 
Core CS: Data Structures · Algorithms · OOP · DBMS
AI / GenAI: 
Libraries: 
Frameworks & Runtimes: 
Tools & Platforms: 
| Project | Stack | Description |
|---|---|---|
| WayBig Jul 2026 |
Electron, React, TypeScript, Node.js, Gemini API | Cross-platform desktop AI agent with an autonomous Gemini function-calling loop giving direct file system & shell access. Safety-first architecture with human-in-the-loop confirmation gates, diff previews, and audit logging for destructive actions. |
| NeuroNotes Mar 2026 |
RAG, LangGraph, Gemini API, FAISS/ChromaDB | Full-stack AI notebook platform using RAG for context-aware querying across documents — improved response relevance, reduced hallucinations. LangGraph-based agent for multi-turn conversational interactions. |
| InterviewAI Apr 2026 |
Python, FastAPI, Ollama (Llama 3.2), pdfplumber | Fully local AI-powered technical interview simulator generating resume-aware questions via Llama 3.2 (3B) — zero cloud APIs, zero data leaks. FastAPI backend with session management, PDF parsing, and post-interview hire/no-hire reports. |
AI-ML Virtual Intern — EduSkills (AICTE – National Internship Portal) · Apr 2026 – Jun 2026 Completed an 8-week AICTE-recognized virtual internship in AI & ML, supported by Google for Developers under the India Edu Program. Hands-on experience in model development, data analysis, and generative AI tools.
- ☕ NPTEL Elite Gold — Programming in Java (IIT Kharagpur), 95% consolidated score, Top 5% nationwide
- 📜 Microsoft & LinkedIn Certified — Career Essentials in Generative AI
- 👥 Member, Mathematics Club — organizing academic events and student engagement activities
| Institution | Degree | Score | Duration |
|---|---|---|---|
| Vishnu Institute of Technology (Autonomous), Bhimavaram | B.Tech, CSE (AI & ML) | CGPA: 9.59/10 | Aug 2024 – Present |
| Sri Chaitanya College, Vijayawada | Intermediate (MPC) | 96% | Completed 2024 |
