Projects

Multi-Tenant Agentic RAG Chatbot

LangChain Azure OpenAI Python

Production-grade conversational AI for the offshore energy sector. Multi-tenant RAG architecture with agentic capabilities, role-based access controls, tenant-isolated document retrieval, and conversational memory. Reduced information retrieval time from hours to seconds.

AI-Powered Safety Form Automation

LLMs Azure Workflow Automation

LLM-powered automation that generates safety inspection and reporting forms from operational context. Reduced manual reporting effort by ~80%. Part of an $8M multi-year AI initiative for industrial safety.

Handwriting OCR for Fraud Detection

PyTorch Transformers OCR

Transformer-based custom OCR system for extracting handwritten text from check images. Designed spell-check post-processing that improved character and word error rates for automated check processing.

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Whole-Body Tissue Composition from CT Scans

PyTorch Medical Imaging Multi-GPU

Processed over 1.1TB of DICOM CT scans and developed deep learning models to estimate whole-body tissue composition. Built field-of-view classifiers and regression models achieving R² of 0.92. Presented at Atlantic Canada AI Summit 2025.

CNN-Based Analog Layout Performance Estimation

CNNs Deep Learning

CNN methods for predicting analog circuit performance directly from layout data, reducing the need for time-consuming post-layout simulations. Published at IEEE ICCP 2024.

Cuffless Blood Pressure Measurement

Signal Processing ML ECG/PPG

ML algorithms for non-invasive blood pressure estimation using ECG and PPG signals from a custom-designed electronic wristband. End-to-end health monitoring system.

Face Anti-Spoofing

Deep Learning Computer Vision

Deep neural network to detect presentation attacks on face recognition systems, distinguishing real faces from spoofed inputs under realistic conditions.