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Founding AI Engineer · Head of AI

I build intelligent systems that make enterprises faster, sharper, and more profitable

From life-critical pharma supply chains to billion-dollar CRM platforms, I architect AI solutions that ship to production and deliver measurable business outcomes. 8+ years deep in AI, long before it was a headline.

8+

Years in AI & ML

$2M+

Value created for clients

6

Industries served

20+

Enterprise systems shipped

The long game in AI
Not chasing trends. Building foundations.

I have been building AI since before ChatGPT made it mainstream. Over the past 8+ years, I have helped global organisations across pharma, retail, real estate, government, and consulting save over $100K per month with production-grade AI systems. My work has been directly featured in Forbes, Bloomberg, and Fortune Magazine.

Today I lead cross-functional teams of 20+ engineers. I build autonomous agents, intelligent CRMs, supply chain optimisation systems, and data platforms that scale. I have taken products from concept to $50K+ MRR, and I own the full lifecycle: architecture, engineering, client delivery, and P&L.

What sets me apart is range. I have fine-tuned LLMs, optimised cancer drug supply chains, automated government operations with voice AI, and created housing market forecasts cited by Bloomberg. I go where the problem is hard and the stakes are real.

01

Full-Stack AI

RAG pipelines, LLM fine-tuning, agent orchestration, production deployment on AWS

02

Revenue Impact

$50K+ MRR generated. Solutions saving clients $45K to $65K monthly

03

Technical Leadership

Teams of 20+ engineers. Agile workflows. Enterprise client lifecycles end to end

04

Security & Scale

Systems built for billion-dollar companies with compliance, security, and scale in mind

Have a complex AI challenge?

I help organisations turn messy problems into production-grade AI systems.

Let's talk
Case studies that moved the needle
Each engagement started with a real problem and ended with a system in production. Click any case to see details.
1000+ NODES
Cost ConsultingAgentic AICRM

Intelligent CRM for a Billion-Dollar Consultancy

Supervised 20+ engineers to unify scattered data from 1,000+ franchisees into a reasoning AI platform with prospect scoring, AI-generated lead recommendations, and spend analysis.

$45K
Saved per month
View details

What I Built

  • AI agent trained on internal documents and case studies with personalised memory
  • Smart tools integration: web search, data retrieval, contextual reasoning
  • Prospect scoring algorithm predicting lead-to-contract conversion
  • AI-generated lead recommendations from historical conversion patterns
  • Automated spend analysis of potential leads for prioritisation
  • Unified data layer across 1,000+ franchisee data sources
72 HRS ! ! LIFE-CRITICAL
PharmaSupply ChainUK

Life-Critical Supply Chain Optimisation

Built an algorithmic system for a UK pharma manufacturer producing last-stage cancer injections with a 3-day half-life. Delivery delays here are not inconveniences. They are life-threatening.

3-day
Critical window met
View details

What I Built

  • End-to-end optimisation of both manufacturing planning and shipment logistics
  • AI-powered flagging system for preemptive risk identification across the entire journey
  • Real-time monitoring from production facility to patient delivery
  • Algorithmic scheduling accounting for half-life constraints and demand patterns
22 STORES · 5 WAREHOUSES
RetailInventory AIUK

AI-Powered Inventory Management at Scale

Replaced a 10-person manual team with an AI agent for a UK retailer operating 22+ stores and 5 warehouses. Centralised all data sources and automated end-to-end inventory planning.

$65K
Monthly cost reduction
View details

What I Built

  • Centralised data pipeline ingesting from all 22+ stores and 5 warehouses
  • AI agent for demand forecasting and inventory recommendations
  • Automated replenishment planning eliminating human error
  • End-to-end visibility across the entire retail supply chain
24/7 200+ DAILY ENQUIRIES
GovernmentVoice AIOman

24/7 Government Service Automation

Deployed a smart voice AI agent for a government entity in Oman, transforming 12-hour operations handling 200+ daily enquiries into round-the-clock automated service.

24/7
From 12hr operations
View details

What I Built

  • Smart voice AI agent handling 200+ enquiries daily in Arabic and English
  • Expanded from 12-hour availability to always-on 24/7 operations
  • Replaced a 10-person customer service team
  • Saved over 20,000 Omani Riyals per month in operational costs
GOLDEN RECORD 7 DATASETS → 1 SOURCE
PharmaMDMIndia

Pharma Master Data Management

Automated golden record creation and entity resolution across 5 to 7 disparate datasets using matching algorithms and AI for a pharmaceutical company.

7
Datasets unified
View details

What I Built

  • Entity resolution engine spanning 5 to 7 different data sources
  • AI-powered matching algorithms for automated golden record creation
  • Automated deduplication and cross-dataset reconciliation
  • Scalable MDM pipeline for ongoing data governance
SASHA SELINA $50K MRR 33,000+ NEIGHBORHOODS
Real EstateAI AgentsUS

Conversational AI Agents: Sasha & Selina

Architected two production AI agents: 'Sasha' for real-time sales objection handling and 'Selina' with hyper-local insights on 33,000+ US neighborhoods. Scaled to $50K+ MRR.

$50K
Monthly recurring revenue
View details

What I Built

  • Sasha: AI sales agent with real-time objection handling and conversation intelligence
  • Selina: Real estate agent with hyper-personalised neighborhood data for 33K+ zip codes
  • 25% increase in qualified lead conversion via RAG and LLM fine-tuning
  • Full product lifecycle from concept to $50K+ MRR commercialisation
A trajectory built on compounding impact
From founding team data scientist to leading AI divisions.
Feb 2025 to Present
100x · California

Founding Engineer & Head of AI

  • Architected suite of conversational AI agents (Sasha, Selina) serving enterprise clients
  • Drove product from concept to $50K+ MRR, managing full P&L for AI division
  • Built and led cross-functional team of 12 across ML, engineering, and design
  • 25% lift in qualified lead conversion through RAG optimisation and LLM fine-tuning
Oct 2024 to Present
Home.LLC · California

Head of Artificial Intelligence

  • Secured and managed complex AI consulting projects adding $10K+ new MRR
  • Developed analytical reports guiding investment strategy for 10+ partners
  • Created end-to-end digital home-buying experience with advanced analytics
Apr 2023 to Sep 2024
Home.LLC · California

Analytics & AI Manager

  • Managed AI consulting projects generating $10K+ monthly recurring revenue
  • Built long-lasting client and partner relationships across the US
Apr 2022 to Mar 2023
Home.LLC · California

Senior Data Scientist

  • Led team of 5 analysing data for 33,000 US zip codes
  • Built home price prediction model for 100 markets with 87% accuracy
  • Published the most accurate US housing forecast for 2023
Jan 2021 to Mar 2022
Home.LLC · California

Data Scientist

  • Joined the founder's team and led a 3-person team formulating BI insights
  • Work featured in Bloomberg, Forbes, and Fortune Magazine
Deep across the full AI stack
From research prototypes to production systems at scale.

LLM & Agentic AI

  • Retrieval-Augmented Generation
  • LangChain & LangGraph
  • LLM Fine-Tuning (LoRA/QLoRA)
  • Vector DBs (Pinecone, Chroma)
  • TTS & STT
  • Prompt Engineering

Cloud & MLOps

  • AWS SageMaker & Lambda
  • Docker & Kubernetes
  • CI/CD Pipelines
  • FastAPI & Flask
  • MLflow
  • Terraform

Data Science & ML

  • Python & SQL
  • PyTorch & TensorFlow
  • Scikit-Learn
  • Tableau & Power BI
  • Apache Spark
  • A/B Testing

Leadership

  • System Architecture
  • Technical Leadership
  • Agile / Scrum
  • Stakeholder Management
  • P&L Ownership
  • Cross-functional Teams
Systems built from scratch
Personal and open-source work that shows how I think.

Multi-Agent Researcher

Collaborative agents that research topics and co-author comprehensive reports autonomously.

LangGraph · Multi-Agent · RAG

AI Recruiter (Tanya)

Automates candidate sourcing, screening, and technical interview scheduling.

LLM · Automation · NLP

Client ID Agent (Sophie)

Recognises returning clients and retrieves loan profiles instantly via conversational AI.

RAG · Memory · Entity Resolution

Serverless RAG API

Production RAG pipeline on AWS Lambda, infrastructure-as-code with Terraform.

AWS Lambda · Terraform · RAG

Self-Correcting RAG

RAG pipeline with automated quality control that detects and fixes hallucinations.

Quality Control · LLM · Evaluation

US Housing Forecast

Predictive model for 100 markets. Recognised as the most accurate forecast of 2023.

ML · Time Series · Visualisation

Ready to build something ambitious?

From concept to production. Let's turn your AI challenge into a shipped product.

Get in touch
Let's talk.

I am open to consulting engagements, founding roles, and strategic partnerships where AI creates real business value. If you are building something ambitious, I would love to hear about it.

Currently available for

Select the engagement type that fits your needs.

AI Consulting Founding Roles Strategic Advisory Full-time (Selective)

Featured in

BloombergForbesFortune