Hi, I'm Sanchit 👋
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
• 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.
Skills
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.

Demo account with fictional application data.
Applination
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.

Dashboard with sample scan history.
Trusten
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.

Web preview with test journal entries.
Kalp
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.

Sample table for Alex and Jamie.
CoupleOGames
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.

Sample trip created from a built-in template.
Luggist
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.
Overview of the research pipeline.
ASL Gloss & Non-manual Marker 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.

Extension interface from the earlier overlay prototype.
GenASL
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.

Sanchit Cloud
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.

NBT-Gen: Never-Before-Thought Generator
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.

Fantasy Cricket
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.
Lifelong Learning & Upskilling
Courses and certifications that support my work in AI, software engineering, and cloud infrastructure.
Recognized for Excellence
Recognition for product development, automation, and reliability work at the University of Washington and UBS.




