• Spearheaded dockerization of shared research workflows for a 4-person team, reducing experiment turnaround by 30% and

enabling 10 additional research runs that year

• Developed cross-framework ML benchmark scripts in Python and C++ that executed identical models across 5 libraries

and logged accuracy and runtime metrics to JSON, reducing evaluation time by 35% across 100+ runs

• Implemented scheduled Python ETL jobs for training data preprocessing on Linux, cleaning and normalizing 100,000+

weekly records and saving ∼150 researcher hours annuall

• Built a React triage dashboard with searchable ticket tables and live status panels backed by Flask APIs and PostgreSQL, routing ∼250 monthly tickets and reducing assignment time by 40%

• Designed relational PostgreSQL schema for devices, repairs, and failure types with indexed serial-number lookups, enabling instant service-history retrieval and reducing lookup time by 90%

• Exposed live hardware diagnostics via Flask REST endpoints returning system metrics (CPU, memory, disk SMART, driver status), reducing unnecessary in-person visits by 25%

• Built and deployed scalable backend services using Node.js, TypeScript, and Express to handle 10K+ daily API requests, implementing response caching and optimizing query paths to sustain <150ms average latency

• Optimized database performance with PostgreSQL indexing strategies and Redis response caching, reducing slow query frequency by 40% and improving throughput across the analytics platform

• Designed RESTful APIs powering iQ4’s internal analytics platform, enabling real-time skill-data ingestion from partner institutions and improving data availability for product teams by 30%

• Enforced code quality in a 4-engineer Agile team via Jest unit and integration tests, increasing coverage from 55% to 80% and reducing release bugs by 25% through GitHub Actions CI/CD pipelines

• Tutored 20+ students in mathematics, with 90% improving their grades by at least one letter grade.

• Developed customized lesson plans, resulting in a 30% improvement in student engagement.

• Provided feedback to improve academic performance, increasing retention by 25%.