AI • Systems • Requirements Engineering

Precise & Purposeful Engineering

Applied AI & Systems Developer • Requirements Engineer (IREB Certified)

I design and implement software systems from the foundation up — bringing balance, structure, and meaning to complex ecosystems.

0
Years building production systems
0
System modules shipped (end-to-end)
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Flagship case studies

Toolbox I ship with

A few of the platforms and services I've built on

OpenAI logo OpenAI
Twilio logo Twilio
Amazon EC2 logo EC2
Amazon RDS logo RDS
FastAPI logo FastAPI
Node.js logo Node.js
Python logo Python
Docker logo Docker
Kubernetes logo Kubernetes
Vector Knowledge Graph logo Vector KG
Figma logo Figma

Skills Overview

Structured, end-to-end capability across product, AI, backend and delivery

AI & ML
Intelligent Systems
LLM Orchestration Vector Knowledge Graphs Prompt Engineering RAG Systems NLP Pipelines Agent Design Transformer Models Faiss / Vector Search
Backend & Cloud
Production APIs
Python FastAPI Node.js AWS (EC2, RDS) Microservices REST & GraphQL PostgreSQL Redis Celery
DevOps
Scale & Reliability
Docker Kubernetes gRPC / Event Buses CI/CD On-Prem Deployments Scalable Architecture
Product
Requirements & Ownership
IREB Certified Requirements Elicitation System Architecture Agile / Scrum Stakeholder Management MVP Design Figma End-to-End Execution

Featured Work

End-to-end systems designed and shipped from concept to production

Voice AI telephony platform
Voice AI
Insurance Real-Time Telephony

Phonx AI — Real-Time Voice Platform

Compliance-safe voice automation for insurance agencies — designed for sub-second responses and long-form conversations.

60% call reduction 90%+ accuracy <1s response
View Case Study →
Knowledge graph and infrastructure
Vector KG
Pharma Compliance Neo4j

Enterprise Vector Knowledge Graph

Cross-domain validation & compliance engine for research teams — audit-ready, traceable, and fast.

5,000+ docs 98%+ accuracy 7 regulators
View Case Study →
Satellite imagery / earth observation
Satellite ML
Gov't Computer Vision GIS

Opium Poppy Detection System

End-to-end ML pipeline for detecting illegal cultivation using high-resolution satellite imagery and geospatial outputs.

F1 0.87 10×10 km / 5 min PyTorch + GDAL
View Case Study →
E-commerce support automation
E-commerce AI
E-commerce Automation NLP

Avara Labs — E-commerce Automation

Email automation for e-commerce brands — SOP-aware, brand-specific, and built for high-volume support.

80% automated Multi-brand Shopify / Woo
View Case Study →