Abhisumat Kundu

I am a_

Building intelligent systems that automate, predict, and scale human decision-making. Blending a developer's mindset with a researcher's curiosity.

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About Me

My journey began with a simple curiosity about how technology shapes our world. That curiosity quickly evolved into a deep fascination with Machine Learning—the idea that systems can learn, adapt, and solve problems autonomously.

Today, as a 3rd-year CS student, I focus on bridging the gap between research and real-world application. Whether I'm developing predictive models, building GenAI tools like RAG systems, or creating full-stack applications, my goal is to build intelligent systems that scale human capability.

Beyond the code, I'm a builder who thrives on solving complex architectural challenges and optimizing algorithms to make a tangible impact.

My Experience

Game Development Intern

OGames Studio

Shipped core mechanics

Developed core FPS mechanics including weapon systems, enemy AI behaviors, and player movement controllers. Actively collaborated with design teams to translate mechanics into responsive gameplay.

GodotGDScriptC#

My Projects

Ez-Viz

MLH Best Use of Streamlit Winner

A powerful ML tool simplifying complex data visualizations. Built with Streamlit, enabling fast interactive data dashboards.

PythonStreamlitPandasScikit-learnPlotly

PDF RAG System

Built an intelligent document retrieval system using LLMs to query and summarize large unformatted PDFs interactively.

LangChainLocal EmbeddingsChromaDB

Cold Email Generator

Created a generative AI pipeline to automatically draft personalized cold outreach emails based on prospect metadata.

LLMsPythonPrompt Engineering

numeth Package

A Python package for numerical methods providing fast algorithms. Reached 500+ downloads within 28 hours of launch.

PythonNumPyMatplotlib

Snake Game AI

Snake game AI developed using Deep Q-Learning (Reinforcement Learning) to master the game autonomously.

PythonPyTorchPygame

Legacy Code Parser

Transforms Cobol/Java code to Go/Python. Works with full projects having multiple interdependent files.

PythonGenerative AIParsing

Open Source

Contributions to the community

CodeGraphContext

Implemented AST parsing optimization for dependency resolution algorithms.

TribalMemory

Added vector database integration capabilities for long-term memory retrieval.

epub2audiobook

Enhanced TTS generation pipeline with batch processing for large EPUBs.

Key Achievements

Best Use of Streamlit

MLH Hackathon

Won the official Streamlit category track by building an innovative data dashboard application (Ez-Viz).

numeth Package Success

PyPI / Open Source

Developed a Python numerical computations package that garnered 500+ organic downloads within 28 hours of release.

Skills

Python

TensorFlow

PyTorch

Pandas

NumPy

Matplotlib

Seaborn

Plotly

Scikit-learn

Streamlit

Tableau

PostgreSQL

MySQL

NLTK

Education

MCKV Institute of Engineering

B.Tech in Computer Science & Engineering

Key Coursework

DSAOperating SystemsDBMSMachine LearningComputer NetworksSoftware Engineering

Beyond Code

District-level Swimmer

10+ Years experience

Chess Player

1350 Rating

Languages

EnglishC2

GermanA2

BengaliNative

HindiFluent

JapaneseBasic