Hey there! I'm Shreyas :)

Undergraduate Researcher & Developer

AI · Biology · Systems

Shreyas Deb
Third Year CNDIIIT Hyderabad

About
Me.

The Academic

I'm a third-year Junior Undergraduate at IIIT Hyderabad, where my world revolves around the beautiful chaos of Computer Science. Currently, I work as an Undergraduate Researcher under Professor Vinod P K, exploring the fascinating intersection of Systems Biology and Deep Learning.

The Engineer

Beyond the theory, I am a builder at heart. Physics and Mathematics are my playground, and I find joy in understanding complex machinery from first principles. My interests span the entire computing spectrum: from the low-level logic of Kernels and Operating Systems to the high-dimensional latent spaces of Deep Learning and AI.

The Human

When I'm not debugging a segfault or training a model, you'll find me:

Gaming
Anime
Basketball
Distro-hopping

"Always open to learning new stuff. If it's complex, I'm interested."

Experience

From research labs to fast-paced startups

Work

Undergraduate Researcher

Center for Computational Natural Sciences and Bioinformatics (CCNSB)

Aug 2025 – PresentHyderabad, Telangana
  • 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

May 2025 – July 2025Bengaluru, Karnataka
  • 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

Jan 2025 – April 2025Hyderabad, Telangana
  • 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.

Software Intern

Texperia

Jan 2025 – Feb 2025Bengaluru, Karnataka
  • 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

Aug 2024 – Present
  • 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.

Team Member

Open Source Developers Group (OSDG)

March 2025 – Present
  • Contributing to the campus open-source ecosystem by organizing workshops and maintaining student-run projects.

Achievements

Dean's List

2024

IIIT Hyderabad

Awarded Dean's List recognition for exceptional academic performance.

Action Plan Finalist

2024

IIT 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.

Merit List

2023

IIIT Hyderabad

Recognized on the Merit List for outstanding academic achievement.

Technical Arsenal

Tools I use to bridge the gap between abstract algorithms and robust systems

Core Languages

Rust
C
C++
Python
R

Machine Learning & AI

PyTorch
TensorFlow
LangChain
Hugging Face

Systems & Cloud

Linux
Docker
AWS
Azure
Git

Web Technologies

Next.js
React
TypeScript
Tailwind

Advanced Concepts

TransformersCNNsRNN/LSTMDiffusion ModelsDecision TreesDistributed SystemsNetworkingSystem DesignGraph TheorySystems BiologyPhysicsLinear Algebra

Projects

A selection of my recent work

Network File System (Docs++) preview2025

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.

CPOSIXSocketsMulti-threading
shAI preview2025

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.

PythonShellLLMOllama+1
AIshA preview2025

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.

CPOSIXOpenSSLGemini API
Diet Manager preview2025

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.

C++
TradeHub E-Commerce Website preview2025

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.

JavaScriptReactNode.jsExpress+8
Utility Apps Collection preview2024

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.

TypeScriptNext.jsReactTailwind CSS+4
Y2K Video Editor preview2024

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.

PythonFlaskOpenCVHTML+1
Snake Game preview2023

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.

C
Hotel Management System preview2022

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.

PythonMySQL

← Swipe to explore →