Senior Lead Data Scientist
CurrentSenior Lead Engineer | Collins AerospaceProject: CVER (Computer Vision Evaluation of Rendering)CVER is an advanced tool suite I helped develop, aimed at automating visual content testing on avionics displays. We integrated cutting-edge computer vision techniques, knowledge graphs, and deep learning models to detect, analyze, and query visual data, enhancing verification processes across aviation systems. This project involved containerized deployment, API development, and collaboration with a talented cross-functional team, making a significant impact on testing efficiency.Project: Smart Search Tool (Advanced Search & Synchronization System)I developed an advanced search tool that integrates data extraction, embedding generation, and vector-based search techniques, designed to retrieve precise and contextually relevant data from domain-specific datasets. This system supports multimodal data types (text, tables, images) and automates synchronization between an SVN repository and vector database, ensuring accurate and up-to-date information retrieval. By utilizing embeddings and NLP, users can query the system using natural language, making it a powerful tool for complex data environments.Project: Airshow Product Solutions and ACE on Cloud (Configuration Editor Tool)- Developed and maintained the Airshow Product Solutions and ACE on Cloud, a proprietary Collins Aerospace tool for cabin entertainment solution configuration.- Contributed to the mobile application development for Android, focusing on translating customer and system requirements into a robust software design using a test-driven approach.- Orchestrated large-scale software deployments, ensuring efficient and streamlined operations.- Managed application development and testing in both simulated and actual hardware environments.- Automated customer configuration updates using the ACE tool for Airshow databases, reducing data management efforts.