Hi, I'm Sanchit 👋

Software Engineer · AI systems & developer tools · UW MSIM ’27
SA
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About

I build AI tools that people can use and trust. At TestSprite, I worked on CLI test-plan generation, developer workflows, and the reliability of AI-driven testing. Before that, I spent 4+ years at UBS building automation, full-stack systems, and production reliability tooling, including an LLM-powered platform that reduced automation setup time by 95% across 20 engineering teams. I’m pursuing an MS in Information Management at the University of Washington (3.98 GPA), specializing in Artificial Intelligence and Product Management. Outside work, I build products for job applications, consumer trust, travel, reflection, and accessible video.

Work Experience

AI Testing
Developer Tools
TypeScript
Python
AWS
DynamoDB
Lambda
• Built an end-to-end CLI workflow for AI-assisted test-plan generation, review, and selective acceptance, with supporting backend routes and documentation.
• Designed the workflow for developers and coding agents: structured JSON output, live stage progress, stable exit codes, and recovery that resumes existing work.
• Added project analysis and coverage reporting to help identify untested areas; restored the Windows exit-code contract used by CI and automated agents.
• Investigated false passes in AI-generated tests, tracing assertion and evidence handling across browser automation, the testing engine, and the backend.
• Fixed API-key scope enforcement and product defects across the CLI, backend, and web application.

Education

Skills

Python
TypeScript
JavaScript
SQL
Java
C++
React
Next.js
React Native
Expo
Node.js
FastAPI
Django
Flask
Bun
Hono
PostgreSQL
SQLite
IndexedDB
Supabase
AWS
Azure
Docker
Kubernetes
CI/CD
Linux
System Design
LLMs
RAG
LangGraph
FAISS
PyTorch
TensorFlow
NLP
Playwright
Puppeteer
Socket.IO
Three.js
OAuth
Splunk
AppDynamics
TrueNAS
ZFS
Traefik
Cloudflare
Projects

Check out my projects

Products I build and use, research I contribute to, and earlier experiments. Each project includes its current stage, the engineering behind it, and a way to explore the work.

Applination demo application tracker with scores, statuses, and deadlines

Demo account with fictional application data.

Applination

2026 – Present
Live app

A job-application workspace that finds postings, scores them against your profile, and prepares tailored resumes and cover letters. I built the Python/FastAPI engine and Next.js interface, with per-user data isolation, encrypted provider keys, a tracker, interview preparation, and a Chrome autofill extension. Bring a cloud model or connect local Ollama. The guided demo uses a fictional candidate and simulated AI responses.

Python
FastAPI
Next.js
PostgreSQL
LLMs
Chrome Extension
Live
Source
Trusten dashboard with a scan form, trust grades, and recent scans

Dashboard with sample scan history.

Trusten

2025 – Present
In development

A consumer-trust auditing tool, evolved from DarkGuard. A headless browser scans pages and multi-step flows for manipulative interfaces, then pairs findings with a trust grade, annotated screenshots, recordings, and downloadable reports. I built deterministic and AI-assisted analysis, a dashboard, and a Chrome extension for checking the page you are browsing. Regulatory references help explain each finding and its possible implications.

TypeScript
Bun
Hono
Puppeteer
PostgreSQL
Browser Extension
LLMs
Source
Blog
Kalp weekly review showing a focus score, recorded answer count, and a small change to try

Web preview with test journal entries.

Kalp

2026 – Present
In development

A private daily journal connecting what you did with how you felt. I built an Expo/React Native app with a 24-hour activity timeline, focus check-ins, small changes to try, and weekly review. SQLite keeps the core journal on-device and available offline without an account. Insights show observation coverage and associations in your logs; missing answers stay unknown rather than becoming zeroes.

React Native
Expo
TypeScript
SQLite
Drizzle
Local-first
Source
CoupleOGames sample table for Alex and Jamie with four game cards and an animated cat

Sample table for Alex and Jamie.

CoupleOGames

2026 – Present
In development

Four games for two people spending time together or apart: Doodle Duo, Know Me Better, In Sync, and Clue Quest. I built synchronized play, hidden-answer reveals, reconnect handling, and a shared scorecard using React, Fastify, and Socket.IO. A Three.js cat brings the table to life. The project is under active development; public launch is on hold.

React
TypeScript
Fastify
Socket.IO
Three.js
Source
Luggist sample weekend trip with a bag, packing checklist, and progress bar

Sample trip created from a built-in template.

Luggist

2025 – Present
Live app

An installable packing tracker that organizes trips into bags, cubes, and items, with checklists and packing progress. I built reactive IndexedDB storage, reusable templates, drag-and-drop organization, and offline support. The core tracker stores data in your browser and needs no account or AI connection. Optional AI tools send the requested trip or packing context to a configured provider to draft lists and suggest forgotten items.

Next.js
TypeScript
Dexie
IndexedDB
PWA
LLMs
Live
Source
Research pipeline from English through example retrieval and context to gloss and non-manual markers, evaluated in four conditions

Overview of the research pipeline.

ASL Gloss & Non-manual Marker Research

Summer 2026
Research

UW independent-study work on translating English into ASL gloss and grammatical non-manual markers. I worked on a Stage 1 reimplementation and evaluation pipeline comparing fixed examples, FAISS retrieval, paragraph context, and their combination. The work examines data leakage, gloss conventions, and qualitative errors alongside automatic metrics. It is translation research, with no claim of a validated sign-language interpreter or complete video synthesis.

Python
LLMs
FAISS
sentence-transformers
Ollama
Evaluation
Source
GenASL prototype Chrome extension popup with overlay and gloss controls

Extension interface from the earlier overlay prototype.

GenASL

2025 – Present
Prototype

An accessibility prototype exploring ASL overlays for YouTube. Earlier work chained retrieved signing clips; the current direction uses an LLM interpretation plan and retrieved motion primitives to drive a 3D avatar, including grammatical non-manual markers. I built the extension and Python pipeline foundations. The avatar system is still in build-out and has not been validated as a replacement for a human interpreter.

Python
FastAPI
LLMs
FAISS
FFmpeg
Three.js
Source
Server hardware used for the personal cloud project

Sanchit Cloud

2025 – Present
Personal infrastructure

A self-hosted platform for storage, backups, virtual machines, and personal web applications. I built on TrueNAS and ZFS, then added container hosting, HTTPS routing through Cloudflare and Traefik, and GitHub Actions image builds. It now supports products such as Applination and Luggist. The work spans service deployment, persistent storage, monitoring, and operating applications beyond a local development machine.

TrueNAS
ZFS
Docker
Traefik
Cloudflare
GitHub Actions
Linux
Blog
NBT-Gen retro interface with a topic field and wildness slider

NBT-Gen: Never-Before-Thought Generator

2025 – Present
Prototype

A creativity experiment that takes a topic and a wildness setting, generates several ideas with Gemini, and uses Mistral as an independent comparative judge. I built the best-of-N pipeline, streamed progress, and retro web interface. The judge compares coherence, novelty, and surprise; an explicitly labeled heuristic fallback keeps provider failures visible. The scores guide selection rather than proving an idea has never been thought before.

Python
FastAPI
Gemini
Mistral
Jinja2
SSE
NES.css
Source
Fantasy Cricket

Fantasy Cricket

April – May 2025
Earlier project

Full-stack fantasy cricket platform serving 1,000+ users with real-time leaderboards, OAuth2, and Supabase Row-Level Security. Features context-aware AI match summaries using Gemini API with Google Search grounding, adapting to pre/live/post-match states. Currently supports IPL, with extensibility for other leagues.

Next.js
Supabase
Gemini API
OAuth2
Tailwind CSS
Source
Live
Mask Detector

Mask Detector

Jan 2021
Earlier project

Real-time mask detection for edge devices (Raspberry Pi), using Haar Cascade for fast face detection with low latency.

Python
OpenCV
Haar Cascade
TensorFlow
Keras
Source
Hacker NewsPaper

Hacker NewsPaper

May 2020
Earlier project

Hacker News' Ask HN column in a Newspaper-style UI using ReactJS, NodeJS, and Hacker News API.

ReactJS
NodeJS
Hacker News API
Source
Sky Pixel detection in outdoor imagery

Sky Pixel detection in outdoor imagery

January 2020
Earlier project

Developed a neural network model using PSPNet and TensorFlow to segment sky pixels in images for enhanced outdoor image analysis.

TensorFlow
PSPNet
Neural Networks
Source
Spielen Android app – Find & Play Sports Nearby

Spielen Android app – Find & Play Sports Nearby

March - June 2020
Earlier project

Spielen is an Android app that helps users find, host, and join local sports events with features like map-based location, event reminders, and direct contact with hosts.

Java
Android Studio
Firebase
Source
Predicting Star/Galaxy/Quasar using NN

Predicting Star/Galaxy/Quasar using NN

January 2019
Earlier project

Developed a neural network model in TensorFlow and Keras for classifying a given set of parameters into stars, galaxies, and quasars, with a Tkinter GUI

TensorFlow
Keras
Tkinter
Source
Snake game on terminal

Snake game on terminal

May 2015
Earlier project

A simple Snake game implemented in C++ using 'time' and 'windows' libraries

C++
Source
Online Courses

Lifelong Learning & Upskilling

Courses and certifications that support my work in AI, software engineering, and cloud infrastructure.

U
UBS Certified Engineer — Software Engineer
June 2025
Issued by: UBS
M
Azure Cloud Fundamentals (AZ-900)
June 2025
Issued by: Microsoft
Azure AI Fundamentals (AI-900)
November 2024
Issued by: Microsoft
Amelia AIOps Platform Fundamentals
October 2024
Issued by: Amelia
Certified BigPanda Operator
October 2024
Issued by: BigPanda
Introduction to Microsoft Azure Cloud Services
December 2022
Issued by: Coursera
Machine Learning with Big Data
April 2020
Issued by: University of California, San Diego
Natural Language Processing in TensorFlow
November 2020
Issued by: deeplearning.ai
Responsive Web Design
June 2019
Issued by: University of London
Neural Networks & Deep Learning
January 2019
Issued by: deeplearning.ai
Technical Support Fundamentals
June 2018
Issued by: Google
Achievements

Recognized for Excellence

Recognition for product development, automation, and reliability work at the University of Washington and UBS.

2
2nd Place, AIMS Product Competition
February 2026
Runner-up for engineering an AI-integrated campus marketplace MVP with behavioral TrustScores, verified user identities, and built-in logistics.
Q
Quarterly Star Award
April 2023
Recognised with the Quarterly Star Award for exceptional contributions in automation, observability, and operational excellence at UBS.
E
Engineering Excellence Award
August 2022
Awarded for outstanding performance in incident response, observability dashboards, and people-and-culture contributions at UBS.
Contact

Get in Touch

Want to chat? You can email me and I'll respond.