Projects
MS Word Editor Assistant Add-in
superlinearinsights / Lucio
Developed a sophisticated document intelligence partner that goes beyond simple
chat. This add-in analyzes 200+ page documents to perform deep edits and
contextual refinements, working alongside the user to enhance long-form content.
- Deep-dives into 200+ page documents to provide contextual editing as a collaborative partner
- Leverages high-performance AI indexing to maintain coherence across massive Word files
- Seamlessly integrates into the Microsoft Word environment for a native workflow experience
- Designed for high-stake professional document analysis and refinement
NodeJS
AiSDK
Tavily
Word-Addin
OfficeJS
Query Intelligence Platform for Enterprise
Fortes Holdings, Dubai
Bridged 16 years of legacy MS SQL systems with a modern AI layer, enabling
senior
leadership to chat with complex enterprise data. This solution unlocks insights
from
silos in education and real-estate databases through natural language
interaction.
- Architected an automated ETL layer and bespoke Text-to-SQL interface for decades of legacy data
- Empowered executives to query school and real-estate business metrics in plain English
- Engineered secure, context-aware data retrieval pipelines ensuring accuracy across domains
- Reduced manual data extraction time from hours to seconds
ETL Layer
OpenAI
LangChain
MS SQL Server
Node.js
RAG
AI Broker Review Intelligence
tradomatix.com
Delivered a game-changing review intelligence platform that transformed how
businesses
understand customer sentiment. This hybrid edge-cloud solution unified data from
multiple sources, providing real-time insights that drive strategic decisions.
- Unified 10K+ reviews from TrustPilot, G2, and Capterra into actionable insights (Static Scraper and later upgraded to AI vision based intelligent scrapers)
- Built intelligent multi-agent pipelines that process data 70% faster than traditional methods
- Created intuitive chat interface delivering business insights in seconds
- Achieved global sub-second response times for seamless user experience
Cloudflare Workers
AWS Lambda
LangChain
LangGraph
All in one AI course production suite
Leap-Road, Germany
Revolutionized content creation for a leading German edtech company by
architecting
an AI-first platform that automated the entire content pipeline. The solution
dramatically reduced production time while maintaining quality standards.
- Slashed content production costs by 70% through intelligent automation including B roll videos editing
- Multimodal script generation, audio generation, review, and avatar video
- Built comprehensive evaluation framework ensuring content quality across multiple AI models
- Transformed content creation from weeks to days, accelerating time-to-market
- Directly contributed to achieving $100K ARR milestone in just 6 months
NodeJS
MongoDB
ReactJS
OpenAI
AI Ad Compliance Checker
validcomms.com
Developed an AI-powered ad creative compliance checker for mortgage brokers,
automating the validation process against complex regulatory guidelines to
reduce operational risk.
- Automated compliance validation for mortgage ad creatives using intelligent AI agents
- Ensures regulatory adherence by scanning text and visual elements against industry guidelines
- Reduces operational overhead and manual review time by over 70%
- Minimizes compliance risk and accelerates time-to-market for marketing campaigns
LangGraph
AWS Lambda
LLM Agents
Skill Stack
AWS & Serverless
LangChain & LangGraph
Large Language Models
Python & Node.js
React & Frontend
PostgreSQL & MongoDB
Docker & Microservices
System Architecture
Go-to-Market Strategy