AI & Technology
I turn complex business processes into scalable agentic workflows—merging classical software engineering with cutting-edge LLM orchestration.
Current Focus
CAPS (IPG)
Agentic commerce-analytics pipeline transforming raw retail data into actionable briefs.
OakFire.ai
Early-stage SaaS for dataset cleaning & instant insight generation.
LangGraph Extensions
Internal tooling for multi-model orchestration.
Core Specialisations
Agentic workflows
E-commerce analytics
LLM systems
Data-science strategy
Blog
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Professional Builds
Enterprise-scale systems delivering measurable business impact through automation, analytics, and AI integration.
E-commerce PDP Monitor
CAPS-Trackers • Python, Automated Monitoring
Built an automated monitoring system tracking product optimization rollouts across 83 high-priority ASINs. Features intelligent change detection, multi-time window analysis, and executive-ready HTML reports.
Impact: 2.5 hours/week saved
AI Content Generation Pipeline
Brief Generation • OpenAI API, AsyncIO, FastAPI
Architected a multi-agent AI system for automated product optimization brief generation. Features parallel processing, structured JSON outputs, automated fact-checking, and cloud storage integration.
Impact: 80% reduction in brief creation time
ROI Impact Calculator
CAPS-KPI • Next.js 15, TypeScript, PostgreSQL
Developed a full-stack analytics application measuring business impact of e-commerce optimizations. Features real-time dashboards, ML-powered scoring, and statistical confidence analysis.
Impact: Data-driven decision making
Analytics Data Pipeline
McKinsey Dataset • Python, XGBoost, PostgreSQL
Created a robust data pipeline processing ~400 ASINs with ~2000 search terms. Features ML-based sales interpolation, intelligent caching for 4x performance improvement, and comprehensive validation.
Impact: 4x processing speed improvement
These systems demonstrate expertise in modern AI integration, data engineering at scale, and creating measurable business value through intelligent automation.