Career

Professional experience

11 years building production systems — a Forward Deployed Engineer across Generative AI, data platforms, Web3 protocols, and enterprise applications.

AI-Native Engineering & Agentic Systems

Lead AI Engineer (Contract)

AI-Native

Forward-Deployed AI Delivery

Governed Asset Agents

Embedded with the client to build an Enterprise Asset Management system of governed, multi-agent asset agents that predict, analyse, and act on operational data — combining anomaly detection with LLM reasoning, wrapped in guardrails, Responsible AI, and human-in-the-loop review.

Universal RAG Copilot (MCP)

Engineered a RAG Copilot on foundation models (OpenAI, Claude, Hugging Face, LLaMA) that plugs into any system through a secured Model Context Protocol (MCP) connection, using tool/function calling and semantic search over enterprise data — with evaluation keeping responses grounded.

LLM Document Parser

Built an LLM document parser using embeddings, vector search, and RAG to turn unstructured enterprise data into reliable structured output.

IT Support Copilot

Built a policy-driven, governed RAG copilot for multi-tenant organisations: a governed agentic workflow with a three-tier retrieval cascade (hybrid pgvector + BM25, RRF fusion) on Azure AI Foundry and Copilot Studio, grounded by content filtering and groundedness evaluation, with structured auto-escalation to IT.

Tech Stack

Generative AILLMs (OpenAIClaudeHugging FaceLLaMA)RAGHybrid Search (RRF)pgvectorFine-TuningMulti-AgentMCPGuardrailsResponsible AIPythonDatabricksAzure AI FoundryCopilot StudioFastAPIAWS

Greenmen Consulting

AI-Native

Lead Data Engineer

AIDLC · BRD Multi-Agent Engine

Designed and delivered the AIDLC (AI Development Life Cycle) BRD engine from ideation to production — orchestrating LangChain / LangGraph multi-agent workflows with LLM evaluation and prompt engineering to automate business requirement generation.

Enterprise Data Migration & Governance

Led end-to-end migration from S3, SQL, Databricks, and Teradata into Salesforce CRM, partnering with data owners to enforce data quality, governance, and compliance.

Serverless Delta Loads & Medallion Architecture

Built a fully serverless system automating delta loads over millions of records, and a Databricks medallion (Bronze/Silver/Gold) architecture feeding communication data to the PowerBI team.

Tech Stack

PythonAIDLCLangChainLangGraphMulti-Agent AIDatabricksPySparkDelta LakeTeradataDynamoDBReactJSAWS

Technical Architecture & Web3 Ecosystems

Unibase Labs

Product Development Head

Decentralized Identity (DID)

Built a scalable identity system using Privado ID and Polygon CDK, successfully issuing and managing over 400,000 DIDs to create verifiable gamer profiles.

Multi-Chain Infrastructure

Researched and developed proof-of-concepts for a multi-chain wallet using Cosmos SDK and IBC (Inter-Blockchain Communication), focusing on modularity and cross-chain interoperability.

Serverless Launchpad

Re-architected the Instaraise (Tezos) IDO platform into a serverless backend on AWS, ensuring high availability and secure on-chain fundraising workflows.

Tech Stack

GolangPythonSolidityPolygon CDKTezos (SmartPy)Cosmos SDKAWS Lambda

Coinfantasy

Lead Blockchain Engineer

Smart Contract Development

Engineered core game mechanics and financial logic through Solidity smart contracts for staking, unstaking, and ERC20 token distribution.

High-Concurrency Backend

Developed a specialized game scheduler service in Golang to manage thousands of parallel gaming events and real-time state updates.

Web3 Integrations

Integrated Biconomy for gasless transactions and connected external providers like Magic.link, Transak, and crypto price oracles.

Tech Stack

GolangSolidityHardHatNodeJSMySQLMongoDBAWS

Data Engineering & Specialized Backend

Securex AI

Backend Security Engineer

Cloud Security Integration

Integrated multi-cloud security data from Veracode, Dome9, and Qualys into a unified monitoring platform.

Vulnerability Intelligence

Developed a microservice to fetch and map package vulnerabilities and remediations from the NVD (National Vulnerability Database).

Asset Discovery

Built cloud connectors using official AWS and GCP SDKs to dynamically discover and index security assets.

Tech Stack

GolangPythonHasura (GraphQL)PostgresAWS/GCP SDKs

IoT, Streaming & Enterprise Systems

Imstrong

Lead Member Technical Staff

Serverless Video Architecture

Developed a custom live-streaming system using nginx-rtmp and Docker, deploying it across a multi-cloud environment (AWS/GCP).

AI-Powered Fitness Tracking

Built an MVP utilizing Tensorflow Posenet to track user movement and provide real-time fitness analysis via the browser.

VOD Management

Engineered a Content Manipulation System for Video-on-Demand (VOD) and an automated notification service for user engagement.

Tech Stack

GolangNodeJSCloud FirestoreAWSGCPTensorflow.js

Sysvine Technologies

Software Engineer

Enterprise Blockchain (Peloton)

Wrote ERC20-compatible chaincode in Golang and integrated it with Hyperledger Fabric, building the core system using the Fabric Node SDK.

Financial Protocols (Broadridge)

Developed order and market data management services implementing FIX and FIXML protocols, integrating clearing services via NASDAQ Genium API and IBM MQ.

Content Pipelines (Elsevier GeoFacets)

Built OCR extraction, metadata generation, geotagging, and thumbnail pipelines to digitize complex geological documents for map-based discovery.

Tech Stack

JavaGolangNodeJSPythonHyperledgerWebSocketIBM MQ