Engineer by training (B.Eng, Mechanical), operator by instinct (MBA, Finance), builder by obsession.
I spent 7 years at Google designing governance frameworks, scaling developer ecosystems across 19 product domains, and operating programs that trained 50,000+ developers per year across 180+ university campuses. Before that, I co-founded companies, ran accelerators, and facilitated $10M+ in startup funding.
Now I build full-stack AI products — from data pipelines and NestJS APIs to Next.js frontends and LLM-powered agents — shipping production systems across regulated industries and developer tooling.
I'm open to: Full-time roles, fractional product/ops leadership, and consulting engagements in AI product development, platform operations, and ecosystem strategy.
Frontend Next.js · React · React Native · Tailwind CSS · Vite
Backend NestJS · Fastify · Express · Python · Flask · FastAPI
Data PostgreSQL · Supabase · Neo4j · BigQuery · Redis · Meilisearch · Prisma · TypeORM
AI / ML Gemini · GPT-4 · LangChain · RAG Pipelines · Voice AI (Twilio) · MCP Servers
Infra Google Cloud Run · Firebase · Docker · GitHub Actions · Cloud Build
Tools Git · pnpm Monorepos · Remotion · Puppeteer · Chrome Extensions
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Multi-service platform with MLS data ingestion, AI-powered property search, property management, and embeddable listing widgets for third-party sites.
8 services: API · Search Frontend · ETL Pipelines · GitOps Infra · MCP Server · Widget Gateway · CMS Plugin · Browser Extension |
Aggregated 64K+ records from 6 disparate sources with a 5-step deduplication engine. Separate ETL pipeline processing 441 GB of raw inventory snapshots into normalized PostgreSQL with variant-level tracking and derived analytics.
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Short, animated lessons spanning K-12 through university-level content. Graph-backed curriculum engine, three role-specific frontends (learner, creator, teacher ops), and programmatic video composition.
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Open-source tool that converts any input — code, docs, PDFs, images — into a persistent, queryable knowledge graph with community detection, centrality analysis, and interactive visualization. Published on PyPI.
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Compliance-aware caretaker marketplace connecting families with verified care providers. Geo-aware matching (PostGIS), identity verification, role-based access, and tiered rate limiting.
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Unified API + data warehouse for developer community analytics across multiple ecosystems. Scraping, enrichment, ML embeddings, and speaker-to-event matching at scale.
6 services: API · LMS · Portal · CRM · Data Warehouse · Landing |
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Named delivery profiles (calm, excited, serious), long-form narration, guided recording, and Apple Silicon optimization. CLI + Python API.
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Prediction engine that constructs digital parallel worlds from real-world signals. Thousands of agents with independent memory and behavioral logic simulate social evolution to forecast outcomes.
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B2B international payment system with simulated fiat on/off-ramps and real testnet stablecoin transfers. Event-driven architecture with full OpenAPI specification.
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CLI/TUI implementing structured development — every feature flows through
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| Domain | What I Built | Stack |
|---|---|---|
| AI Platform (SaaS) | Unified API for AI assistants — memory, documents, multi-model routing, Discord bot, code labs | Platform · MCP · SDKs |
| DevOps Intelligence | Agentic tool that audits codebases across 6 dimensions (arch, security, perf, cost, DX, tech radar) with compliance mapping | Python · AI Agent Skills |
| Property Accounting | Audit-grade double-entry ledger with chart of accounts, journal entries, and period management | Python · FastAPI · PostgreSQL · Docker |
| Developer Profiling | Pipeline: signal collection → enrichment → persona clustering → vector embeddings | Python · PostgreSQL · pgvector |
| Conversational Commerce | Intent-to-inventory search engine with conversational UI for a regulated retail vertical | Next.js · Design System |
| Voice AI Agent | Phone-based AI assistant using real-time speech-to-speech with carrier-grade telephony | Python · Twilio · Gemini |
| Document Processing | Dockerized service extracting structured data from industry-specific PDF reports → JSON | Python · Docker |
| AI-Powered Listing Portal | SSR/ISR real estate portal with map-based search and MLS integration | Next.js · Leaflet · Cloud Run |
| Work Analytics | Personal productivity tracker pulling commits + time-tracking data into interactive dashboards | Python · SQLite |
| Legal Document QA | RAG-based Q&A system with vector-indexed documents and context-aware conversation memory | Python · LangChain · FAISS |
| Google (7 years) | Designed ecosystem governance across 19 product domains. Scaled a distributed student developer platform to 180+ campuses, 2,000+ events/year, 50,000+ developers trained annually. Managed 225+ senior external experts as bridge between ecosystem and product teams. |
| Tech Hub (Ecosystem) | Facilitated $10M+ in Seed-to-Series A funding. Built relationships with 300+ VCs/Angels. Mentored 1,000+ startups across hardware and software. |
| Pre-Seed Accelerator | Launched regional chapter of a global accelerator. Graduated 22 venture-backed founders. Built and governed 100+ mentor ecosystem. |
| Tech Consultancy | VP Operations — secured $750K+ pipeline in 6 months. Built cross-functional delivery, sales, and customer success teams. |
| Hardware OEM | Mechanical Engineer (Quality & Reliability) — Six Sigma process improvements in high-volume manufacturing. |
I'm actively looking for opportunities where I can apply my blend of engineering depth + operational scale + AI product intuition:
- 🎯 Full-time: Product/Engineering leadership, AI/Platform roles
- 🤝 Fractional: Interim Head of Product, VP Ops, Technical Program Management
- 💡 Consulting: AI product strategy, ecosystem design, platform architecture, developer programs
→ hello@madusha.com | → LinkedIn