Flagship 01
search ──➔ verify ──➔ readSatori
A local-first code map for coding agents.
Freshness-aware retrieval and navigation that helps an agent prove where behavior lives before editing from partial repository context.
I build practical web products,
developer tools,
and workflow automation.
DETAIL
Remote / India
DETAIL
Frontend architecture, developer tools, and browser products.
DETAIL
Satori, QAP, WebSession MCP Bridge, and publishing automation.
DETAIL
Primary stack for current application work.
Developer tools, browser products, research software, and workflow automation.
Selected commit activity / 3 months
local Git historyCurrently buildingSatori — local retrieval qualification · QAP — forward-paper evidence · WebSession MCP — trust-boundary hardening · Publishing — human approval loop
View GitHub/ Projects
Three recent systems: code intelligence, quantitative research, and controlled development-machine access.
Flagship 01
search ──➔ verify ──➔ readA local-first code map for coding agents.
Freshness-aware retrieval and navigation that helps an agent prove where behavior lives before editing from partial repository context.
Project 02
discover ──➔ test ──➔ no-go / retainA research system that can reject its own strategy.
A deterministic workbench for testing crypto research against matched passive controls, realistic costs, and explicit promotion gates.
Project 03
connect ──➔ authorize ──➔ routeAn authenticated bridge from AI clients to a real WSL development machine.
An authenticated MCP bridge that separates file access, native Bash, code intelligence, durable terminals, and human handoff into explicit authority boundaries.
/ Writing
Technical notes on architecture decisions, implementation tradeoffs, failures, and revisions.
01
How an older signal-led crypto pair CLI evolved into a deterministic research workbench where matched passive controls, realistic costs, and evidence can overrule the model.
02
Moving Satori from a connected-vector-store story to a local-first code map forced clearer ownership between source evidence, model-specific vectors, publications, runtime compatibility, and agent-facing tools.
03
How a local X publishing tool grew into a network-growth system with relationship intelligence, writing strategy, measured learning, explicit main-feed approval, and tightly bounded reply automation.
/ Domains
Systems I actively work on, grouped by problem area.
Code intelligence, MCP tooling, local-first retrieval, symbol navigation, and bounded repository reads.
Chrome extensions, rendered-page extraction, local Markdown pipelines, and resilient third-party UI integration.
Controlled machine access, OAuth, terminal lifetime, and clear trust boundaries for local development tooling.
Deterministic research systems, matched controls, immutable evidence, and paper-only validation workflows.
/ Experience
A compact view of roles and product areas. Full details live on the resume page.
B2B workflow audits, a formal QAP contract, and independent work on Satori, browser tools, MCP infrastructure, and publishing automation.
Led React/Angular frontend architecture and WORKAI product delivery. Built a custom Angular e-signature builder with canvas and SVG overlays to work around third-party limitations.
Designed wallet-connected swap/liquidity interfaces. Built React state machines managing multi-provider transaction approvals and RPC recoveries.
Developed high-density tax filing form validators. Built a Node.js Puppeteer scraping pipeline migrating 1,500+ rich-text articles in 1 month.
Designed Figma wireframes and built responsive Angular client interfaces paired with custom automation scripts.
/ Stack
Grouped by how I use the tools, not as a logo wall.
React / Angular / TypeScript / WXT / Chrome MV3 / Vite / RxJS / NgRx / Redux
Node.js / Express / Hono / PostgreSQL / Supabase / FastAPI
MCP / Potion / BM25 / LanceDB / Milvus/Zilliz / OpenRouter / Puppeteer
OAuth / Cloudflare / tmux / Docker / CI/CD / local-first storage
Python 3.14 / deterministic replay / matched controls / forward-paper evidence
ethers.js / wagmi / thirdweb / 0x
Technical notes
I use this site to publish the systems, tradeoffs, experiments, implementation notes, and engineering decisions behind the tools I build.