Available for opportunities

Ritam Mondal

IIT Kharagpur Dual Degree Student · AI/ML Engineer · Data Scientist · Software Developer

Building intelligent systems at the intersection of machine learning, optimization, and elegant engineering.

View Projects Download Resume Contact Me

Scroll to explore

01 — About

A builder shaped by curiosity.

Ritam Mondal

Student & Developer

I'm Ritam Mondal, a Dual Degree student at IIT Kharagpur, pursuing Industrial & Systems Engineering with a deep focus on Artificial Intelligence and Optimization.

My work sits at the intersection of Machine Learning, Deep Learning, Generative AI, Agentic AI, Data Analytics, and Software Engineering. I love taking real-world problems, turning them into clear math, and then building real working systems that actually solve them.

IIT Kharagpur

AI / ML

Optimization

Data Science

C++

SDE

DSA

Python

Quant

GenAI

Kharagpur, India

02 — Toolkit

Skills & tools I build with.

A curated stack honed across coursework, research, and shipped projects.

Programming

PythonC++DSAAlgorithmsOOPS

AI & Machine Learning

Machine LearningDeep LearningComputer VisionNLPGenerative AIAgentic AIXGBoostScikit-Learn

Data Science

PandasNumPyPower BIData Analytics

Software & Deployment

GitGitHubStreamlitFastAPIDockerMongoDB

Frameworks & Libraries I build with

TensorFlow PyTorch logo

PyTorch

SeabornMPMediaPipe LangChain logo

LangChain🤗Hugging FaceGitGitFAFastAPI

03 — Featured work

Selected projects.

A snapshot of what I've been building. Click any project for the full story.

Featured

AI for Industrial Knowledge Intelligence: Unified Asset & Operations Brain

RAG + knowledge-graph platform that ingests heterogeneous plant documents and makes industrial knowledge queryable, actionable, and continuously updated.

RAGKnowledge GraphsLangChainOCRChromaDBFastAPIHugging FaceAWS S3

Code Demo

Featured

Optimizing Delivery ETAs with Graph-Based Network Intelligence

Intelligent ETA prediction combining graph analytics and ML to improve delivery time estimation across logistics networks.

PythonXGBoostNetworkXNode2VecStreamlit

Code Demo

Featured

Chiasm — Web-Based Attention Flow Tracker

Web-based attention monitoring platform that tracks user gaze patterns and visual engagement using webcam-based eye tracking.

PythonWebGazer.jsMediaPipeDockerJavaScript

Code Demo

Featured

Pneumonia Detection from Chest X-Ray (MLOps)

End-to-end deep learning app classifying chest radiographs as Normal or Pneumonia using a custom Residual CNN, served via FastAPI and deployed on Render.

PyTorchFastAPIDockerComputer VisionMLOps

Code Demo

Data Analysis in the Hospitality Sector

Hospitality analytics identifying revenue leakage and improving profitability through Power BI dashboards and scenario simulations.

Power BIPythonPandasSeaborn

Code Demo

Stock Portfolio — Sharpe Ratio Optimization

Optimization framework constructing an optimal stock portfolio via Sharpe Ratio maximization across Indian equities.

PythonMATLABOptimizationFinance

Code

Rock Paper Scissors GUI

Highly interactive Rock-Paper-Scissors game with immersive audio-visual effects and engaging gameplay.

PythonPygameDockerPIL

Code

Cat vs Dog Image Classifier

CNN-based image classification model capable of distinguishing cats and dogs from images.

PythonTensorFlowKerasCNNComputer Vision

Code Demo

04 — Competitive Programming

LeetCode & Codeforces profiles.

Live stats cards rendered directly from LeetCode and Codeforces.

LeetCode

Ritam_Mondal

Visit LeetCode

Codeforces

ritam2004

Visit Codeforces

Academic Path

Education.

From school benches to IIT Kharagpur — the formal training that shapes how I think and build.

Dual Degree Student (B. Tech and M. Tech)

Indian Institute of Technology, Kharagpur (IIT KGP)

2023 — 2028

Prefinal-year undergraduate at Indian Institute of Technology Kharagpur, pursuing a Dual Degree in the Department of Industrial and Systems Engineering.

Higher Secondary (Class XII)

Howrah Zilla School, Howrah, West Bengal — WBCHSE

2020 — 2022

I pursued my Higher Secondary education at Howrah Zilla School, Howrah, West Bengal — a West Bengal Council of Higher Secondary Education (WBCHSE)-, State Government- school. I completed Grades 11th and 12th in the Physics, Chemistry and Mathematics (PCM) stream and passed HS exam with 87.8% marks.

Secondary (Class X)

Kona High School, Howrah, West Bengal — WBBSE

2014 — 2020

I pursued my Secondary education at Kona High School, Howrah, West Bengal - a West Bengal of Secondary Education School(WBBSE). I completed the grades 5th to 10th and passed madhyamik exam with 91% marks on 2020.

Milestones & Academic Journeys

Experience.

A selective outline of technical roles, research achievements, hackathons, and software engineering experience.

Dual Degree Student (B. Tech and M. Tech)

Indian Institute of Technology, Kharagpur (IIT KGP)

2023 — 2028

Prefinal-year undergraduate at IIT Kharagpur, pursuing a Dual Degree in the Department of Industrial and Systems Engineering.
Academic interests span Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Optimization, Operations Research, and Intelligent Decision Systems.
Actively work on real-world projects involving predictive analytics, graph intelligence, optimization, computer vision, and generative AI applications.

Economic Times Hackathon — AI/ML Track

Theme: "AI for Industrial Knowledge Intelligence — Unified Asset & Operations Brain"

2025

Cleared Round 1 aptitude & technical screening and advanced to Round 2, where the full source code and a working prototype were submitted end-to-end.
Architected a Universal Document Ingestion & Knowledge Graph Agent combining RAG, OCR, and document intelligence to unify structured and unstructured plant data into an industrial ontology.
Built the Expert Knowledge Copilot and a Maintenance Intelligence & RCA Agent on top of the knowledge graph, delivering conversational root-cause analysis and operations guidance for industrial teams.

Kshitij Campus Affiliate (KCA)

Kshitij — Techno-Management Fest, IIT Kharagpur

Oct 2023 — Aug 2024

Co-managed Kshitij 2024, contributing to one of Asia's largest techno-management festivals with participation exceeding 60,000 students.
Led publicity and outreach initiatives across Jharkhand, Bihar, and West Bengal including Dhanbad, Ranchi, Deoghar, Patna, Kolkata, and Hooghly.
Coordinated media visibility efforts through regional and national newspapers including Anandabazar Patrika, The Telegraph, Times of India, and Ganashakti.

Honors & Academic Achievements

Achievements.

A snapshot of competitive examinations and academic milestones across school and national entrance levels.

JEE Advanced 2023

AIR 5435

All India Rank 5435 among approximately 190,000 candidates.

Tap to view certificate ↗

JEE Main 2023

AIR 20,819

All India Rank 20,819 among approximately 1.3 million candidates.

WBCHSE (Class XII)

87.8%

West Bengal Higher Secondary Examination — 2022.

Tap to view certificate ↗

WBBSE (Class X)

91%

West Bengal Board of Secondary Education — 2020.

Tap to view certificate ↗

05 — Resume

Grab the full story.

A complete look at coursework, projects, and technical depth — packaged into one PDF.

View Resume ↗ Download PDF View on LinkedIn

07 — Contact

Let's build something together.

Open to internships, research collaborations, and interesting problems.

ritamm134@gmail.com

Institute Email

ritamm134@kgpian.iitkgp.ac.in

ritam-mondal

GitHub

ritammondal2004