Hi, I'm Deepak Kumar
Ex-Research Intern @IIT Kanpur | Data Science | Gen AI | Computer Vision | Java DSA | MERN Stack |
I am a final-year B.Tech (Hons.) CSE (Data Science) student at CSVTU Bhilai and an aspiring AI/ML Engineer with hands-on experience in Computer Vision, Deep Learning, and Generative AI systems. I have worked on building scalable end-to-end machine learning pipelines and intelligent automation systems, including real-world research at IIT Kanpur and production-level AI applications. My expertise spans LLM-based systems, RAG pipelines, and full-stack AI applications, with a strong focus on solving practical problems through data-driven approaches.
Projects
A selection of my key machine learning and full‑stack applications.
JobMatchAI
2025 · India
AI-powered resume screening and job matching platform that uses NLP and semantic similarity to evaluate candidate-job fit. It generates match scores, identifies skill gaps, and provides actionable recommendations to improve resume alignment with job descriptions.
RAG MultiDoc ChatBot
2025 · Bhilai, India
An AI-powered chatbot that leverages Retrieval-Augmented Generation (RAG) to answer queries from multiple PDF and text documents. Built with LangChain, Google Gemini API, and ChromaDB for embeddings and retrieval.
YOLOv8-based Leaves Detection
Feb-2025 ·IIT Kanpur, India
This project implements a YOLOv8-based leaf detection system with an additional feature of computing a focus score for each detected leaf.
OCR Video Text Recognition System
DEC 2025 · Bhilai, India
End-to-end OCR pipeline for extracting and recognizing text from video frames using computer vision techniques and Falsk APIs,
Movie Recommendation System
2024 · Bhilai, India
ML Content-based movie recommender using NLP (cosine similarity) on TMDB dataset.
Work Experience
My professional journey and the valuable experiences I've gained along the way.
Skills & Achievements
Tools & Technologies
Tensor
Pandas
NumPy
MongoDB
MySQL
PyTorch
Course & Certification
Web App Development & Data Structures
Apna College (Virtual) · 2024–Present
- Advanced Data Structures using Java
- Full-Stack Web Development concepts and tools
- Tech Stack: Node.js, Express.js, React, MongoDB, SQL, JavaScript, Bootstrap
Computer Vision Course
Certification by IIT Kharagpur – NPTEL SWAYAM
- Camera & Stereo Geometry and Image Processing
- Object Detection & Recognition using Deep Learning
- Techniques: CNNs, SIFT, SURF, HOG
Management Information System
Certification by IIT Kharagpur – NPTEL SWAYAM
- Organizational Systems, Planning, Organizing, Controlling & Decision-Making
- Process Optimization, ERP, CRM, SCM
- Decision Support Systems & Knowledge Management with real-world use cases
Key Accomplishments
- Secured Runner-Up position in a Hackathon at NSUT Delhi
- Qualified JEE Advanced 2022 with an AIR of 19,886 among 155,000+ candidates
- Solved 300+ DSA problems on LeetCode covering core algorithms and problem-solving
- Ranked 5th in State-Level General Knowledge & Aptitude Test
- Won cash prize for best rank in intercollege competition
- Awarded 1st prize in intercollege drawing competition
Certificates
Internship Complition Certificate By IIT Kanpur
IIT Kanpur • Jan-June 2025
Work Exp. Internship Certificate By IIT Kanpur
IIT Kanpur • Jan–June 2025
Computer Vision Course certificate By IIT Kharagpur - NPTEL SWAYAM
July-Oct 2025
Management Information System Course certificate By IIT Kharagpur - NPTEL SWAYAM
July-Oct 2025
By Apna College Course Complition
May 2025
3rd Place State level
DR.B.R Ambedkar G.K Competition• Apr 2015
ISP Program
Sep 2024
My Hobbies
Cricket
Playing and watching cricket keeps me energized and focused.
Listening to Songs
I unwind with music, exploring both old classics and modern hits.
Writing Shayari
"Khamosh labon se shikayat kar li, dard ko muskurahat se riha kar li..."
Coding
Coding gives me superpowers — turning ideas into working software!
Reading Books
Reading helps me grow intellectually and emotionally every day.
Get In Touch