✦ PORTFOLIO ✦

SHREYAS MUNGE

Passionate about AI + SWE | Open to Internship & Full-Time Roles

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ABOUT ME

— PLAYER INFO —

👋 Hey there! I am Shreyas, a CS student who enjoys building things, breaking them, and improving them — especially when software and AI come together.

🤖 I am particularly interested in designing software systems where AI is a core part of the application, not just an add-on. This includes working on things like AI agents, intelligent workflows, and retrieval-based systems that make software more useful and effective in real-world scenarios. To me, AI is not just about models — it is about how those models fit into a well-designed system.

🔍 I am currently exploring internship and full-time opportunities in AI + SWE roles. I am immediately available to contribute.

💬 Feel free to get in touch.

EXPERIENCE

📅 DEC 2024 – MAY 2025

SOFTWARE ENGINEERING INTERN

🏢 Renan

Took ownership of backend and workflow features by designing REST APIs, optimizing database models, and improving system reliability with asynchronous processes — resulting in more efficient order tracking, fewer manual errors, and a smoother experience for internal users.

📅 JUL 2024 – SEP 2024

SOFTWARE ENGINEERING FELLOW

🏢 Headstarter AI

Collaborated in a fast-paced, team-driven environment to design and build full-stack applications from start to finish, shipping responsive features while learning how to work effectively with others and turn ideas into production-ready software.

📅 MAY 2024 – AUG 2024

OPEN SOURCE CONTRIBUTOR

🌐 GirlScript Summer of Code 2024

Contributed to open-source projects by picking up real issues, fixing bugs, adding features, and taking part in code reviews — while learning how to collaborate with developers across different time zones and codebases.

PROJECTS

⛏ RAG SYSTEM

DOCMIND

Production-ready RAG system for querying text and scanned PDFs using OCR, semantic search, and self-hosted LLMs.

FastAPICeleryRedisFAISSOllamaOCR

🔗 View on GitHub →

⛏ FULL-STACK

LEETBUDDY

Platform that intelligently matches developers with compatible DSA practice partners using a custom scoring and scheduling system.

ReactFastAPIPostgreSQLSupabaseAuth

🔗 Live Demo →

⛏ AI BOT

TWITTER-OLLAMA-BOT

AI-powered Twitter bot that generates, validates, and auto-posts content using a local LLM with robust retry and logging mechanisms.

PythonOllamaTwitter APILogging

🔗 View on GitHub →

⛏ DATA SYSTEMS

ENERGYGRID AGGREGATOR

Python-based data aggregation system to fetch telemetry from solar inverters with API rate limiting, token auth, and a mock API for local testing.

PythonREST APIsRate Limiting

🔗 View on GitHub →

SKILLS & TOOLS

PROGRAMMING LANGUAGES

Python Java

WEB TECHNOLOGIES & FRAMEWORKS

HTML CSS JavaScript RESTful APIs FastAPI Django Flask React Postman Hopscotch

AI / LLM STACK

Ollama OpenAI API Anthropic Claude LangChain FAISS RAG AI Agents Celery Semantic Search

DATABASES, TOOLS & PLATFORMS

Git GitHub PostgreSQL SQLite SQL Redis Supabase Docker VS Code

EXTRACURRICULAR

STATE-LEVEL SPORTS

Represented Telangana in Cricket & Hockey after being selected through district and state-level trials based on performance.

📜 Cricket Certificate →
📜 Hockey Certificate →

COLLEGE HACKATHON — 2ND PLACE

Built an AI-powered learning tool that helps students summarize, simplify, and understand academic concepts. Featured in the college magazine.

VP — COLLEGE IT CLUB

Led initiatives to mentor juniors, organize technical competitions, and conduct sessions on core concepts — fostering a collaborative learning environment.

OPEN SOURCE — GSSOC 2024

Selected as a contributor and worked on multiple open-source projects, fixing bugs, adding features, and collaborating with maintainers worldwide.

📜 View Certificate →