Pradeep Mondal


Project maintained by pradeepmondal Hosted on GitHub Pages — Theme by mattgraham

Typing SVG

Website LinkedIn GitHub YouTube

Bridging the Gap Between Concept, Code, and Creativity

🎓 Data Science @ IIT Madras ( GPA: 9.35/10.00 )
🔭 I’m currently working on LLM-based Agentic Workflows and Generative AI
👯 I’m looking to collaborate on AI/ML projects, Research, and Startup Ideas
🌱 I’m currently learning about Advanced Deep Learning Architectures, Transformers, and Scalable Systems
⚡ I’ve been TA @ IIT Madras, Generative AI Engineer @ Outlier AI

AI & Agentic Workflow Projects

Project Description
TDS Solver LLM-powered agent that solves TDS course assignments via API — scored a perfect 20/20 on evaluation. The projects has 15 forks and 4 stars on GitHub.
LLM-Based Automation Agent Automation agent built with LLMs for intelligent task execution.

Data Science & ML Projects

Project Description
Engage2Value: From Clicks to Conversions Kaggle competition — top 200 out of 1790 submissions. Predicted purchase value from engagement features.
PowerPlay Analysis Data-driven cricket analytics using raw Python and Statistics.

Full-Stack Web Development Projects

Project Description
Pro Services Platform connecting professionals to customers — built with VueJS, Flask, SQLite, Redis & Celery.
Lift Simulation Web app simulating a real-world multiplayer lift system using advanced CSS and JavaScript.
MAD1 LMS Learning Management System built as the MAD1 capstone project @ IIT Madras.
Laper Web App Full-stack web application for the Laper platform.

Other Notable Contributions

Project Description
VideoJS Seekbar Segmentation Custom seekbar segmentation for the VideoJS player.
Live Coding TA Sessions Code from live TA sessions for IIT Madras courses (Flask, Vue.js, Celery, Redis).

Languages

Python JavaScript C C++ SQL NoSQL Shell

Frameworks

FastAPI React VueJS NextJS Node.js Express Flask TailwindCSS

Libraries & AI Tools

LangChain LangGraph PyTorch Scikit-learn Pandas NumPy

Developer Tools & Infrastructure

Git Docker GCP Azure Kubernetes MongoDB Redis Celery Figma LaTeX

Footer