• Sole engineer owning architecture and delivery of an AI platform for nationwide U.S. insurance compliance queries across all 50 states and U.S. territories.

• Delivered a 97% reduction in lookup time (≈5 minutes to <10 seconds) through automated retrieval, reranking, and answer generation.

• Built fault-tolerant Scrapy ingestion pipelines with deduplication and change detection, processing 8k+ unstructured regulatory webpages weekly.

• Engineered an end-to-end RAG pipeline (vLLM + pgvector + CUDA reranker) achieving ~5s retrieval+rereank latency and 87% Recall@10 over a corpus of 70k+ chunks.

• Deployed a containerized production stack behind an Apache reverse proxy, sustaining 99% uptime during pilot.

• Designed Grafana dashboards to analyse user behaviour trends, providing actionable insights to guide product strategy.

• Drove pilot rollout to 40+ users across multiple enterprises; scaling deployment to OCI to support increased usage demand.

• Demoed the product live at SILA Conference 2025 to industry professionals.

• Contracted by SIT to lead the development of an AI readiness assessment platform for financial institutions.

• Implemented automated CI/CD pipelines, facilitating rapid deployments to Google Cloud and Vercel.

• Oversaw front-end (React) and back-end (Node.js, Firestore) teams, coordinating closely with the client to ensure alignment.

• Adopted Agile methodologies (stand-ups, iterative delivery) to deliver a fully functional prototype within deadline and budget.

• Contracted by SIT to build a real-time polling system for SIT’s Open House 2025, serving open house attendees.

• Designed using JavaScript (React, Node.js) and MongoDB and deployed MVP to Azure within a tight 1-week timeframe.

• Led the phlebotomy team, increasing daily successful blood draws from around 25 to 40+ through improved operational efficiency.

• Provided medical support during strenuous activities at Maju Camp, assisting in multiple emergency send-outs.

• Promoted to Lance Corporal.

• Took over development of an LMS for SprightAcademy, a student care service for children from vulnerable families.

• Developed a cross-platform application using React Native with TypeScript, and MySQL, deployed on AWS.

• Implemented OAuth authentication, push notifications, and deployed the application within a turn-around time of 3 weeks.

• Awarded Certificate of Recognition for my contributions.