Hey there! I'm Shreyas :)
Undergraduate Researcher & Developer
AI · Biology · Systems
Experience
From research labs to fast-paced startups
Work
Undergraduate Researcher
Center for Computational Natural Sciences and Bioinformatics (CCNSB)
- Conducting research under Dr. Vinod P K, focusing on computational modeling of complex biological systems through Systems and Network Biology.
- Investigating the intersection of Deep Learning and Network Biology to decipher emergent disease mechanisms and predict clinical outcomes for precision medicine.
AI/ML Engineering Intern
MontyCloud
- Built a production-grade Agentic Suite for Product Management (PM360), including a Spec Writer, Meeting Analyzer, and Product Value Agent — increasing PM efficiency by 40%.
- Designed multi-agent LLM systems using GraphRAG pipelines grounded in a Neo4j Knowledge Graph with temporal memory and vector search.
- Achieved 80%+ reduction in spec creation time and 90%+ spec accuracy; deployed globally across US, EU, and India.
Software Engineering Intern
uExcelerate
- Developed a scalable Learning Management System with enhanced UI and personalized content delivery, increasing user engagement by 35%.
- Designed a modular recommendation system using hybrid filtering techniques, achieving 80%+ recommendation accuracy.
Front-end Development Intern
Texperia
- Optimized the frontend architecture for the Playda platform, achieving a 32% reduction in average page load time.
- Contributed to the U.S. market expansion initiative, directly supporting a projected 40% increase in user acquisition.
Leadership
Tech Team Head
E-Cell IIIT Hyderabad
- Spearheaded technical operations for the Entrepreneurship Cell, maintaining official server infrastructure and ensuring 98% uptime.
- Managed the technical team for Megathon, the largest student-run hackathon in Hyderabad, overseeing registration portals and live event dashboards.
Project Manager and OSS Maintainer
Open Source Developers Group (OSDG)
- Maintain Whispr, a privacy-first review platform utilized by a campus of 1,000+ students to access anonymous feedback on 200+ courses and 100+ professors.
- Drive the campus open-source ecosystem by organizing technical workshops and managing student-run repositories.
Achievements
Action Plan Finalist
2025IIT Bombay
Selected as Top 25 finalist from 3000+ entries at Action Plan — the flagship social entrepreneurship event of Abhyuday, IIT Bombay's Advitya Social Fest.
Dean's List
2024IIIT Hyderabad
Awarded Dean's List recognition for exceptional academic performance.
Merit List
2023IIIT Hyderabad
Recognized on the Merit List for outstanding academic achievement.
Projects
A selection of my recent work
Network File System (Docs++)
Distributed file system called "Docs++" with Google Docs-like functionality, featuring concurrent editing with sentence-level locking, hierarchical folder structure, checkpoint-based version control, access control with request/approval workflow, and comprehensive logging. Architecture includes Name Server (central coordinator), Storage Servers (file storage nodes), and Client components with 12+ file operations.
shAI
CLI tool that translates natural language queries into safe, executable bash commands using local LLM inference with Ollama (CodeLlama model). Features query validation, command safety checks, detailed execution results, and error reporting—all running locally without external API calls.
AIshA
Unix shell implementation in C with integrated Gemini AI capabilities. Features include natural language command translation, command explanation, AI chat, custom readline implementation using termios (no ncurses), 40+ built-in commands, job control, background process management, and tab completion. Built entirely with POSIX APIs and raw OpenSSL sockets for HTTPS without external dependencies.
Diet Manager
CLI-based diet management system with comprehensive nutritional tracking. Features include food database management (basic and composite foods), daily consumption logs with undo/redo support using Command pattern, multiple calorie calculation methods (Harris-Benedict, Mifflin-St Jeor, WHO), keyword-based food search, and extensible plugin architecture for external food data sources. All data persisted in JSON format.
TradeHub E-Commerce Website
Full-stack e-commerce marketplace for IIIT Hyderabad community built with MERN stack. Features include product buying/selling, user authentication with JWT, image upload via Cloudinary, AI-powered chatbot using Gemini 1.5 Flash, state management with Zustand, responsive UI with Tailwind CSS and Framer Motion animations, and real-time toast notifications.
Utility Apps Collection
Next.js-based web application featuring 8+ mini utility tools including QR code generator, SGPA calculator, dictionary (Free Dictionary API), currency converter (Freecurrency API), color picker with palette explorer, weather app (OpenWeather API), real-time markdown editor with syntax highlighting, and PDF merger. Built with TypeScript, Tailwind CSS, and deployed on Vercel with responsive design and dark mode support.
Y2K Video Editor
Web-based video editor application built with Flask backend and frontend interface. Features video editing capabilities using MoviePy and OpenCV for video processing, Flask-SQLAlchemy for database management, JWT authentication, CORS support for cross-origin requests, and SSL support for secure connections. Developed as a semester project with focus on multimedia processing.
Snake Game
Classic Snake game implementation in C with modular architecture and comprehensive Makefile build system. Includes source files, test suite, and development tools. Created as part of C Programming course at IIIT Hyderabad during Monsoon Semester 2023.
Hotel Management System
Hotel management system with database-driven backend built in Python with MySQL integration. Developed as a mini-project during secondary school at Alpine Public School. Features include hotel operations management with persistent storage using MySQL database.
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