Backend Engineer (Python/FastAPI). Deployed real-time ML systems on AWS. Available to join immediately.

github

Sparsh Guha  • Peerlist

I created a Python program to encrypt and decrypt different kinds of texts with Caesar Cipher algorithm. I applied string manipulation and file I/O to create this program.

Caesar Cipher

A modular Customer Support Dashboard using HTML5, CSS3, and JavaScript—complete with a styled sidebar, main content area, and ticket view. Designed with semantic structure and a dark-themed UI, this project focuses on clean layout, responsiveness, and easy scalability for future features like live chat and FAQs

Customer Support Dashboard

Built a full-featured running 24x7 Discord bot for a guild marketplace server. Implemented a ticket-based order system with customer/worker roles and admin approvals using Python and discord.py. Logged orders, managed role permissions, and secured the bot via environment variables and .env.

Dragon’s Vault Discord Bot

In Microsoft Windows Defender and Firewall for Beginners, I built key skills to recognize common security threats and risks and learn how to set up cybersecurity defenses and updates.

Microsoft Windows Defender and Firewall for B

The project leverages machine learning models to analyze EEG data for diagnosing neurological disorders. It includes data preprocessing and model training.

ML-Driven-EEG-Insights

A Python project that simulates neural axon responses to Deep Brain Stimulation (DBS). It models membrane potential changes across different current inputs, analyzing key metrics like peak, latency, and persistence, with clean visualizations using matplotlib.

NeuroSim

It is a robust desktop application that enables seamless, high-quality subtitle translation across multiple languages without internet connectivity. It handles major subtitle formats like SRT, VTT, and ASS while preserving original timing and formatting

Offline Subtitle Translator

Nowadays creating a strong and password is very critical as every internet is in risk of getting his/her account hacked. In order to guide users on kind of password they should to reduce the chances of their accounts hacked. I created a tool to assess strength of a password based on multiple factors for example: length, number of uppercase and lowercase letters used, special symbols, numbers etc. This tool will also tell the user about the current passwords strength based on different levels low, medium and high.

Password Complexity Checker

I created a sample railway booking page using Java Swing only. It doesn't use any other external library like JDBC or SQL. Any suggestions for improvement to the project are always welcomed. This project was manually created in to brush up my skills in Java Swing Applications. This was quite a complex task to make a project in such a restrictive manner and I also had to look after my sessional and end semester exams that lead to delay of completion of this project.

Railway Booking Page

A real-time Fraud Detection System powered by machine learning and deployed with FastAPI on AWS EC2. Trained with XGBoost and LightGBM, the model achieves a ROC AUC of 0.9458 and a TPR of 97.72%, making it both fast and accurate in production. It handles scalable data via AWS S3 and returns instant predictions through a clean API

Real-Time Fraud Detection System with AWS

It’s a console-based app where users can add, view, and resolve tickets through a clean, menu-driven interface. This project helped me strengthen my understanding of OOP, lists, and user input handling in C#.

Support Ticket System using C#

I took on the role of a novice security analyst helping a company detect certain network traffic on their server by capturing and analyzing web traffic.