I am Saha

I'm a software engineer who loves to build cool stuff. As a CS grad at CU Boulder, I specialize in building creative tools and turning them into production-ready systems.

Whether I'm architecting backend systems, training ML models, or crafting full-stack applications, I focus on building software that's both technically robust and innovative. I work across the entire stack with React, Python, and GCP, leveraging modern tools like LangChain, Docker, and Kubernetes to ensure systems scale seamlessly from prototype to production.

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Work Experience

Analyst

Merkle

2022-2024

Trainee Intern

Bharat Electronics

2022

Education

Master of Science, Computer Science

University of Colorado Boulder

2024-2026

Bachelor of Engineering, Electronics and Communication

Ramaiah Institute of Technology

2018-2022

Recent Work

Cine-stellation

• Implemented collaborative filtering and content-based algorithms using scikit-learn and NumPy
• Built REST API with Flask/FastAPI for real-time recommendation serving
• Processed 50K+ movie dataset using Pandas with feature engineering on genres, ratings, and metadata
• Deployed vector similarity search with cosine distance for constellation mapping visualization
• Integrated D3.js frontend for interactive constellation rendering and user interaction

Text 2 Comic

• AI-powered application that transforms written text into engaging comic strips automatically
• Used OpenAI and Stable Diffusion to convert text to storylines, and storylines to comic strips.
• Integrated a Message Queue using Google Pub/Sub for async communication and Redis for caching previously generated comics.
• Perfect tool for educators, content creators, and storytellers

CricScout

• An analytics app for cricket enthusiasts.
• Used Ball-by-Ball data of 10 years of a cricket tournament to create a PostGreSQL Database.
• Created interactive visualizations for batter-bowler matchups with filtering.
• Created a chart to compare batter metrics(strike rate and boundary %) vs different kind of bowlers in different phases of the game.
• Batters are grouped based on their relative performance.

IPL Statistics Chatbot

• Intelligent chatbot built with LangChain for comprehensive IPL cricket statistics
• Accepts natural language questions about player performance and team statistics
• Processes vast amounts of cricket data for accurate, contextual responses
• Answers queries about cricket-specific metrics such as strike rates and averages.

News-Aggregator App

• Kotlin-based Android application that curates personalized news feeds
• Used the public news Api to collect news and split into different topics.
• Cached recently fetched news using Redis and stored user data and preferences in Cloud SQL.
• Deployed the web app using Google Cloud Run.
• Setup a service which sends users a daily newsfeed.

Music Separation App

• Deep learning application for separating individual components from mixed audio tracks
• Created a kubernetes cluster that provides a REST API for automatic music separation service
• Worker uses the open source waveform source separation analysis software from Facebook
• Used min.io to store cached results.

Get In Touch

I am currently looking for new opportunities, and my inbox is always open.