Developed ESN + engine-series combined search using TF-IDF and regex-based entity extraction across 15+ aerospace data sources; built an intelligent VIM agent performing automated 3-way matching and contract compliance validation across purchase orders, goods receipts, and vendor invoices to reduce manual reconciliation effort.

AI Engineer Intern at ScopeLy

January 6, 2025 - July 4, 2025

Built & launched a Python multi-LLM Slack assistant for 500+ teammates, integrating OpenAI + Bedrock + Groq behind 50+ slash commands, boosting in-channel answer speed by 5×. Automated Belgium Monopoly Go team's data-insights workflow by developing LangChain and LangGraph agents extracting data from Looker, BigQuery, and GCP, reducing analyst dependency by 100% and increasing workflow efficiency by over 70%. Architected an AWS serverless backbone (S3, DynamoDB, SQS, Lambda, CloudFront) & FastAPI service (30 endpoints) handling 10K+ Slack events/day.

ML Vision Engineer Intern at Terafac

August 1, 2024 - October 28, 2024

Built a vision system for automated weld detection, reducing error from 2mm to 0.5mm and boosting weld line accuracy by 75% using perspective transformation and ArUco markers for 3D orientation. Improved weld line precision by 90% with LangSAM achieving seamless 3D-to-2D alignment and 3D reconstruction with Poisson Surface Reconstruction and optional texture mapping. Applied 3D algebra, linear algebra, matrix computations and vectors to design algorithms.

ML Engineer Intern at FOYR

May 16, 2024 - July 31, 2024

Utilized YOLOv8-obb model for accurate floor plan detection and improved the precision of floor plan detection by 20% facilitating architectural analysis and design processes. Developed notes generator, resume parser, ChatBot and Document Chatter, utilizing LangChain and OpenAI function calling and enhanced efficiency in document processing and automated customer interactions leading to a 60% reduction in manual workload. Worked with a variety of advanced models such as Non-Cuboid, DETR, 3DETR, YOLO, Dectron2, Roomnet, Holistic3D and achieved high-precision results in object detection and 3D reconstruction and reduced project execution time by 40%.