Soumik Deb Niloy

KEMP‐PIP: A Feature‐fusion Based Approach for Pro‐inflammatory Peptide Prediction

This repository contains a collection of data structure implementations in Java and Python. Each file demonstrates fundamental concepts and operations for various data structures, making it a great resource for learning and practicing.

My portfolio website using html

A full-stack, AI-powered SaaS application designed to showcase modern software engineering skills, including frontend, backend, database, microservices, and AI integration. This project is perfect for demonstrating real-world development, deployment, and production-level practices.

An end-to-end Machine Learning + Analytics system that analyzes global AI job market trends, predicts salaries, and delivers interactive intelligence through a live dashboard. Backend: https://ai-job-backend-vasq.onrender.com/

Custom Video Processing Model

No description provided.

This contains all the code for the shared task-2 of the BLP from the team BRACU_CL

Fully Free & Offline RAG Chatbot: A fully open-source, offline-capable RAG chatbot powered by local LLMs and vector search. Built without any paid APIs, making it ideal for secure, private, and cost-effective deployments in industrial environments.

Production-ready MLOps system: Train, version, and deploy ML models with FastAPI, Docker, and MLflow (local).

Genetic Variant Classification using machine learning

Minimal scaffold for a private, local "Second Brain" that ingests PDFs/URLs, creates embeddings (local SentenceTransformers), stores them in Chroma, and provides a simple Streamlit UI and FastAPI backend for RAG queries.

AI-powered Products Chatbot REST API built with FastAPI and Groq LLaMA for intelligent product search and conversational queries.

Build a complete machine learning pipeline that predicts whether a customer will turnover based on their previous data.

A single-route FastAPI app that handles multiple AI tasks, includes optional JWT auth, integrates a minimal MCP server/client for tool calling, and ships with a basic trading backtest utility. Tested locally on macOS.

Open source code for AlphaFold 2.

Attempt at reproduction of AlphaFold2

ERP Software for E-commerce

Assigned task from CCDS LAB

No description provided.

Here, I have used Random Forest and Graph Neural Networks to classify peptide sequences into proinflammatory and non-proinflammatory categories.

Kaggle certification from kaggle

Assigned Task for the post of AI/ML

C# tutorial

Early-stopping to stop overfitting in the stock market analysis

Sentiment Analysis Web App

Fighter plane and snake game using python

This repository contains my solutions to a variety of problems from LeetCode, implemented in multiple programming languages. The goal is to provide clear, optimized, and well-documented solutions that can be used for learning and reference.

Automated Text Summarization web app using deep learning and flask

This is a simple web-based canvas drawing application that allows users to draw shapes, select, copy, paste, cut, undo, and save their drawings as images or PDFs.