Senior Engineering Manager & Full-Stack Architect
Engineering Scalable Systems. Leading High-Impact Teams.
Senior Engineering Manager and Full-Stack Architect with a decade of experience turning complex technical challenges into resilient, production-grade applications and reliable data systems.
- Articles
- 30+
- Free tools
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Practice
I work on the plumbing behind search and AI features — the part that has to keep answering in single-digit milliseconds after the dataset stops being a demo. Embedding pipelines, approximate nearest-neighbour indexes, event-driven ingestion, and the cost controls that keep a token budget from quietly becoming an invoice.
The other half of the work is on the surface: interfaces, 3D on the web, and small tools that remove friction from a working day.
“Simplicity is the ultimate sophistication. I strive to strip away the noise until only the core essence remains.”
Working principleWriting
The Fine-Tuning Trap: Why Your 2026 Roadmap Should Favor RAG Over Custom Models
Avoid weight rot by prioritizing RAG over fine-tuning. This guide explores the AI build vs buy decision matrix...
Sep 23, 2026 15 min Backend ArchitectureThe PR is a Lie: Why Your 2026 Engineering Metrics Must Stop Counting Code
Stop measuring code volume. As AI agents flood repos with boilerplate, engineering leadership must pivot to me...
Sep 23, 2026 14 min LaravelThe Push-Based RAG: Building a Semantic Alerting Engine with Kafka and pgvector
Learn how to build a push-based RAG engine using Kafka and pgvector. This reverse-search architecture matches...
Sep 18, 2026 17 minSelected work
Indian Pincodes
A REST API for indexing and searching postal codes across India, tuned for low-latency lookup.
LaravelRedisPostgreSQLGrid Search
Local-business discovery on a hexagonal grid, visualised in the browser over the Maps API.
ReactThree.jsMaps APIFetch Reviews
Scrapers that aggregate customer feedback and score it for sentiment at volume.
PythonNLPStatsTools
pgvector index calculator
Size a pgvector table and its HNSW or IVFFlat index before you build it, check it fits in RAM, and get tuned SQL.
Vector searchRuns in your browser LuminaWebsite mockup generator
Paste a URL, get a 3D-perspective mockup with gradient backgrounds and browser frames. Exports at 4K.
3D perspective4K export PrismAI creative studio
Turns a prompt into ad creatives for Instagram, Stories and landscape, then lets you edit the text layers in place.
GeminiBring your own key