Portfolio

Featured Projects

A collection of enterprise AI solutions, agentic systems, and production deployments showcasing real-world impact across fintech, healthcare, and design innovation.

RAG • Enterprise
Active

AIRC - AI Research Companion

Enterprise RAG system for Samsung Design Innovation Center with advanced retrieval strategies, semantic chunking, and hybrid search for design documentation and research materials.

Hybrid Search
Local LLMs
CI/CD MLOps
LangChain FAISS OLLAMA LLAMA MLflow
Fintech • Compliance
Production

KYC Automation & Compliance System

AI-powered KYC verification system for regulated fintech startup with GDPR compliance framework, document verification pipeline, and comprehensive audit trail capabilities.

GDPR Compliant
CV+NLP Pipeline
Full Audit Trail
Computer Vision Azure OpenAI PostgreSQL FastAPI Azure IAM
RAG • Startup Advisory
Production

Bob - The Startup Advisor

Enterprise RAG system for startup evaluation across multiple innovation hubs. Multi-stage retrieval pipeline with query optimization and reranking, serving 500+ requests/hour.

500+ Requests/Hour
Multi-Hub Coverage
24/7 Available
LangChain Pinecone Azure OpenAI LangServe FastAPI
Banking • ML
PoC Delivered

AI-Powered Lending Platform (NCB Jamaica)

Credit risk assessment platform for National Commercial Bank Jamaica with ML-based scoring models, explainability features, and Caribbean banking regulations compliance.

Risk Assessment
Explainable AI
Regulated Compliant
Scikit-learn XGBoost GCP BigQuery Looker
Agentic AI • Fintech
Production

Sandy - The Financial Advisor

Production-grade agentic AI system for automated financial analysis in regulated fintech environment. Multi-agent architecture with specialized agents for secure data retrieval and compliance checks.

Multi-Agent System
Secure Data Pipeline
Financial Compliance
LangChain LangGraph Pinecone Azure IAM Celery
Hobby • RAG
Open Source

PEP – Persona Generator Backend

LLM-powered backend for generating personas from unstructured research. Document processing, ChromaDB, multi-step persona generation, and prompt completion.

FastAPI API
ChromaDB Vector DB
OpenAI LLM
FastAPI PostgreSQL ChromaDB OpenAI Docker
Hobby • NLP
Open Source

DDC Parser

Upload, parse, and download a polished CV using OpenAI. Vite + Express app for turning messy CV text into clean, structured output.

OpenAI Parsing
Vite Frontend
Express Backend
TypeScript Vite Express OpenAI
Hobby • Research
Open Source

Bayesian Hiring Agent

Cost-aware, fair resume screening using Bayesian orchestration over multiple LLMs. Reduces hiring costs and improves demographic parity.

34% Cost Reduction
45% Parity Gain
Multi-LLM Orchestration
Bayesian Multi-LLM Fairness Resume Screening
Hobby • Recommendations
Open Source

PaperReads (Goodreads for Papers)

Modern Goodreads alternative for research papers: browse, track, rate, and get personalized recommendations with TF-IDF and sentence-transformers.

React Frontend
FastAPI Backend
ML Recommendations
React FastAPI PostgreSQL scikit-learn
Hobby • Voice
Open Source

Voice Agents

Voice-powered AI agents for conversational interfaces and voice-driven workflows—STT, agent/LLM, TTS in a modular pipeline.

Voice I/O
LLM Agents
Modular Pipeline
Voice LLM Agents
Hobby • 3D • VLM
Open Source

ThreeDLLM

Generate 3D objects from text and images with VLM-enhanced prompts; Shap-E, Hugging Face, Neural4D, Instant3D; export OBJ, PLY, STL.

VLM Prompts
Image to 3D
Multi Backend
Shap-E OpenAI FastAPI PyTorch
Hobby • Multi-LLM
Open Source

Council of LLMs

Multiple LLMs deliberate together to answer hard questions—completion, judging, and consolidation for better robustness.

Multi-LLM Deliberation
Judging Rounds
Consensus Output
Multi-LLM Consensus Orchestration
Hobby • LLM Tools
Open Source

Prompt Lab

Experiment with prompts, compare models, and iterate on LLM inputs and outputs in one place.

Prompts Edit
Multi-model Compare
Iteration Workflow
Prompts LLM Experimentation
Hobby • RAG • LangGraph
Open Source

Customer Support AI

LLM-based support with LangGraph: RAG, NLP-to-SQL, and analyzer agents with automatic query routing. FastAPI, Pinecone, React.

RAG + SQL + Analyze
LangGraph Orchestration
Docker Ready
LangGraph FastAPI Pinecone React
Hobby • Estimation
Open Source

Marge Estimator

Estimation and forecasting for margins, effort, or similar quantities—configurable inputs and logic, repeatable outputs.

Estimation Logic
Configurable Inputs
Repeatable Outputs
Estimation Forecasting
AIOps • Observability
Open Source

SignalGuard Observability Platform

End-to-end observability demo with synthetic microservices, Prometheus metrics, anomaly detection service, and Grafana dashboards. Features real-time monitoring and early-stage AIOps capabilities with live GitHub Pages demo.

Real-Time Monitoring
AIOps Anomaly Detection
Docker Orchestrated
Prometheus Grafana FastAPI Chart.js Docker
AIOps • Log Intelligence
Open Source

SignalGuard Logs - Log Intelligence Toolkit

Modular AIOps toolkit for log analysis with template extraction, semantic anomaly detection, error burst detection, and pattern drift detection. Features TF-IDF vectorization and Isolation Forest for intelligent log monitoring.

Template Extraction
Semantic Detection
Pattern Discovery
Python scikit-learn TF-IDF Isolation Forest pandas