Summation
Building product experiences for an AI analyst that connects to real business systems, investigates what changed and why, and turns verified insights into plans, workflows, and action.
PARTH KOSHTA / 2026SENIOR PRODUCT ENGINEER @ SUMMATION · 7+ YEARS
I design and build the interface between complex technology and the people it should empower.
I’m most useful where product ambiguity, technical depth, and interface quality all matter at once.
Building product experiences for an AI analyst that connects to real business systems, investigates what changed and why, and turns verified insights into plans, workflows, and action.
A full-stack strategy laboratory spanning live signals, backtesting, paper trading, market context, and an evidence-aware AI assistant.
An editorial intelligence system that watches sources, ranks emerging ideas, drafts in the author’s voice, fact-checks claims, and leaves publishing decisions with a human.
This isn't a chatbot bolted onto a résumé. It is a compact knowledge interface for exploring how I think, what I build, and where I create leverage.
Today, Parth builds decision-grade AI product experiences at Summation. More broadly: the decision logic underneath, the interface people touch, and the operating system that keeps both trustworthy in production.
Intelligence becomes useful when people can see where it came from, question it, and stay in control of consequential actions.
Good frontend work is not surface polish. It makes state, uncertainty, and the next useful decision unmistakable.
A prototype proves possibility. A product handles failure, learns from real use, and stays understandable as it grows.
A practical walkthrough of concurrent rendering, streaming, hydration, and progressive reveal.
Connecting iOS and Android native modules to the JavaScript side of a cross-platform product.
A clear production-minded path from two application layers to one containerized delivery system.
That's usually where the interesting work starts.