AI Assistant
Hey! I'm Samip's AI assistant. Ask me anything about his work.
I'm a software engineer who likes building cool things. This website is a preview of my projects, writing, and experiences across software, AI, and product-building. It's a place to see what I've worked on, what I'm thinking about, and how I approach building. Poke around the projects, read the blog, or just ask the AI chatbot — it knows everything here and follows along as you scroll.
June 25, 2026 · 6 min read
I use AI agents because they help me build faster. But the more work I hand off, the more I wonder whether our review layers, permissions, and accountability systems are keeping up. and what happens when something goes wrong?
February 7, 2025 · 4 min read
Over Winter Term I had the opportunity to take a class on how mathematics plays a role in gerrymandering and redistricting elections. This got me thinking can we use mathematical and statistical concepts in drawing these districts? This blog explores how I used Markov Chain Monte Carlo simulations can to detect gerrymandering and create fairer electoral maps.
January 9, 2025 · 4 min read
Could we use the readability and sentiment of reviews to understand user preferences and make better book recommendations? It seemed simple enough on the surface—analyze the text, derive some meaningf
Backstroke Inc
Building scalable backend systems and applied-AI services — optimizing production APIs, large-scale data pipelines, and semantic retrieval.
June 2025 – May 2026
Indianapolis, IN
DePauw University – Computer Science Department
Supported instruction for Algorithmic Foundations of Computation, mentoring 60 students in functional programming and algorithmic problem-solving.
August 2024 – January 2025
Greencastle, IN
Headstarter AI
Participated in a seven-week engineering fellowship program focusing on shipping features for a startup.
July 2024 - September 2024
Remote
AV Actions Inc
Developed an employee scheduling web application using Next.js, React, Firebase, and Firebase Authentication that reduced scheduling costs by 90%.
December 2022 - May 2023
Alexandria, VA
Backend Engineer
Low-latency messaging backend built with FastAPI WebSockets and Redis Pub/Sub for reliable, high-throughput real-time communication.
Open case study
Full-Stack & AI Engineer
First-place hackathon-winning multi-agent AI system that orchestrates workflows for signal intake, scenario generation, constraint modeling, and decision optimization.
Open case study
Backend & AI Engineer
AI-powered search platform for large-scale marketing email datasets, enabling semantic search and grounded QA over unstructured data.
Open case study