Portfolio & Research

Supratik
Bhowal

Undergraduate CS Sophomore specializing in AI & ML. I build intelligent models, contribute to open-source, and explore the frontiers of Deep Learning.

Supratik Bhowal

About Me

I'm a Computer Science undergrad at the Institute of Engineering and Management, Kolkata, with a deep focus on AI & ML. I love building intelligent systems and diving into deep learning models that actually make a difference.

My journey in AI started with simple curiosity but quickly grew into a passion for solving real-world problems. Presently learning Advanced DL Frameworks, LLMs Architecture & RL Applications.

Outside of research and code, I'm usually contributing to open-source, hacking away at a weekend hackathon, or just geeking out over the latest AI papers.

AI Research

Currently working on a review paper for Scientific ML, building a new RL project, and exploring Human-Computer Interaction.

Open Source

Active contributor to various open-source communities โ€” sharing knowledge and building tools for the dev ecosystem.

Innovation

Driven to create tech that actually helps people. Intelligent solutions for positive impact.

Technical Arsenal

Languages

Python Objective-C C++ SQL MATLAB HTML

Frameworks & Libraries

Pandas NumPy Matplotlib Seaborn Scikit-Learn TensorFlow PyTorch Keras

Technologies

Machine Learning Deep Learning Git W&B Feature Engineering Kaggle Hugging Face

DSA

Data Structures & Algorithms
View LeetCode
Neural Networks Open Source Deep Learning Reinforcement Learning LLMs Computer Vision Neural Networks Open Source Deep Learning Reinforcement Learning LLMs Computer Vision

Education

2024 โ€“ Present

B.Tech Computer Science (AI & ML)

Institute of Engineering and Management (IEM), Kolkata
YGPA: 9.11 (1st yr)

Relevant Courses: Machine Learning, DSA, DAA, C Programming

2010 โ€“ 2024

PCM with Computer Science

South Point High School (SPHS), Kolkata
90% (12th), 95% (10th)

Relevant Courses: Python Programming, MySQL, HTML, Computer Networks

Professional Journey

Jan 2026 โ€“ Present

AI Intern

Media Nirvana ยท Remote

Develop AI workflows and integrate AI-driven features into startup products and services, including CRM systems and WhatsApp bots.

July 2025 โ€“ Present

HCI Research Intern

IEM with IIT Mandi Chapter ยท Kolkata

Conducting research in Human-Computer Interaction, focusing on innovative interfaces and user experience design.

Jan 2026 โ€“ Feb 2026

Project Intern

IEM Centre of Excellence for Data Science (CEDS) ยท Kolkata

Created a Project on 'Forward Collision Avoidance in Autonomous Driving' using ADAS & computer vision.

Oct 2025 โ€“ Nov 2025

Open Source Contributor

Hacktoberfest 2025 ยท Remote

Successfully contributed by completing 3 merged pull requests across 2 different organization projects, delivering meaningful open-source improvements.

June โ€“ July 2025

IEEE EMBS Student Intern

IEEE Engineering Medicine and Biology Society ยท Pune

Developed Deep Learning models for Epileptic Seizure Detection and Prediction (CNN-BiLSTM, Autoencoder, Attention MLP) under mentorship of Prof. Sneha Deshmukh.

Jan โ€“ Jun 2025

Open Source Contributor

Google Cloud Arcade Facilitator Program ยท Remote

Participated in Google Cloud Skills Boost labs for a cohort of learners in a gamified cloud-learning environment.

Jan โ€“ Mar 2025

Open Source Contributor

Social Winter of Code (SWOC) ยท Remote

Actively contributed to open-source and resolved front-end & back-end issues.

Memberships

GDG Student Member

Google Developer Groups on Campus, IEM

Participating in Google Developer Groups activities, contributing to tech events, workshops, and community projects at IEM.

Sept 2025 โ€“ Present

Technical Lead

Society for Data Science (S4DS)

Spearheading technical operations, managing data science events, and evaluating projects for the IEM Student Chapter.

Sept 2024 โ€“ Present Leadership

AI/ML Team Member

IEEE Computer Society, IEM Chapter

Actively participating in IEEE events, hackathons, and research collaborations to contribute to global technical advancements.

Aug 2024 โ€“ Present

Selected Projects

View All

Epilepsy Prediction & Detection

DL algorithms for real-time Seizure Detection/Prediction on EEG signals. CNN-BiLSTM achieved 98% prediction accuracy, while the Transformer model showed 89% detection accuracy.

PythonScikit-learnTensorFlowScipyKeras

Agentic HR Operations Assistant

NLP-powered system that answers complex HR policy queries using RAG and executes HR actions from natural language.

PythonNLPRAGFAISSPyTorch

HarmonyRL

Deep Learning framework for generating symbolic music (MIDI) using Supervised Learning, Reinforcement Learning (RL), and Diffusion-based Postprocessing.

PythonHuggingFacePyTorchScipyLibrosa

Poker Hand Prediction

Built ML & DL models that predict poker hand categories based on dealt cards. Combined multiple algorithms into a Stacking Classifier for enhanced performance.

PythonScikit-learnNumPyPandas

Sentiment Analysis & Recommendation

Sentiment Classifier to analyze and predict the sentiment of user reviews collected from 1 million Google Play Store entries.

PythonScikit-learnTensorFlow

Arabic Dates Classification

A deep learning model using ResNet50 to classify and recognize different Arabic date varieties with high accuracy.

PythonPyTorchResNet50

Let's Create Together

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.

supratikbhowal23@gmail.com