11 years of software engineering experience - the last 3 building cloud data platforms and pipelines on GCP with Python and SQL.
Building and operating cloud data platforms - serverless pipelines on GCP (BigQuery, Cloud Run, Terraform) ingesting and enriching regulatory and financial data.
Solo-built platform that ingests, enriches and loads SEC Form 13F filings end to end, replacing a prior Airflow/Cloud Composer setup. Integrates SEC EDGAR, OpenFIGI, Nasdaq and Yahoo Finance with validation gates, idempotent merges and atomic table swaps - including a fix for a bug that had overstated portfolio values ~1000x.
Natural-language analytics over ~10,000 daily equipment records. Kafka ETL, TimescaleDB and Druid storage, FastAPI services with a GPT layer that turns questions into executable queries.
Real-time data streaming and middleware services in Go for regulatory data, with a Python pipeline for regulatory PDF processing.
Four microservices for ingestion, generation, config and memory. LangGraph pipeline with hybrid BM25 + semantic retrieval over OpenSearch, RRF + cross-encoder reranking, SSE streaming, Redis semantic caching. Serving 50 tenants with ~5,000 documents each in production.
Claude Code and Cursor are part of my daily engineering workflow, not autocomplete. I treat them as a system I engineer:
Engineering roles encoded as layered skill documents: scope, phasing, ticket decomposition, architecture and code layout.
Work broken into atomic tickets with objective acceptance criteria, each implemented by a worker agent starting fresh, gated by review and capped retries.
Project conventions enforced through Claude rules and reusable plugins, so every agent session follows the same standards.
Cursor as the daily driver for interactive editing and refactoring alongside the agent workflow.
Designing and operating a serverless SEC filings data platform on GCP (BigQuery, Cloud Run Jobs, Terraform), plus Kafka-based ETL pipelines for IoT analytics.
Designed real-time streaming and middleware Go services for regulatory data processing.
Built NestJS and Django REST APIs powering competitive analysis and digital billboard platforms.
Developed Node.js microservices for clients and transactions, and led a Rails to Node.js migration.
Shipped Node.js APIs, Android apps and chatbots for consumer brands including the Virat Kohli official app.
© 2026 Khushal Chouhan · hand-sketched, single HTML file, no framework