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.

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Years building production systems
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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

  • Product & Requirements Engineering

    Eliciting requirements from scratch, structuring specifications, and translating them into clear, testable product designs.

  • AI Architecture & Applied Machine Learning

    Designing scalable systems across LLM orchestration, NLP pipelines, ML workflows, and intelligent automation.

  • Prompt Engineering & System Behavior Design

    Crafting prompts, agent behaviours, decision flows, and conversation logic for reliable, production-grade AI.

  • Backend, Cloud & Systems Engineering

    Building robust microservices, APIs, and integrations that connect UI, backend, AI, and external systems.

  • Vector Knowledge Graphs (VKG)

    Designing knowledge systems for contextual retrieval, reasoning, and domain-specific intelligence.

  • Voice AI & Telephony Systems

    Developing real-time STT/TTS pipelines, call flows, routing logic, and CRM-integrated voice automation.

  • End-to-End Execution (UI → Backend → QA)

    Coordinating execution across design, frontend, backend, AI layers, testing, and deployment.

Featured Work

Phonx AI

Real-Time Voice AI Platform

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

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Vector KG

Enterprise Vector Knowledge Graph

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

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Satellite ML

Opium Poppy Detection System

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

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Avara Labs

E-commerce Automation

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

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