Curriculum Vitae

• Automated workflows, reducing task completion time in critical business cases from days to minutes.
• Managed and maintained data infrastructure and analytics dashboards across 6 African partner countries.
• Built an AI evaluation system to automate strategy assessment, substantially decreasing reliance on external consultants.
• Led internal AI knowledge transfer sessions on privacy, model limitations, and modern tooling.

• Overhauled 3D robotics simulation software algorithms, significantly enhancing performance and UX workflows.
• Designed telemetry data collection tests on physical robotic hardware for machine learning model training.
• Constructed mission-critical PowerBI business intelligence dashboards and conducted data wrangling workshops.
• Set up robust CI/CD automated testing pipelines to ensure legacy codebase quality and maintainability.

• Analyzed user behavioral patterns across multi-billion-row telemetry databases using Apache Spark & Databricks.
• Conducted root cause diagnosis for high-throughput distributed service failures using structured log analytics.
• Formulated server performance testing KPIs and led knowledge transfer sessions on big data workflows.
• Tested and validated freshly deployed enterprise data warehouse pipelines.

• Implemented and deployed machine learning solutions on Azure Cognitive Services for production workflows.
• Developed anomaly detection algorithms to identify human modeling errors within complex 3D BIM data.
• Extracted predictive operational insights from business and construction manufacturing datasets.

• Sole developer for flight revenue and flight service quality forecasting software.
• Authored highly optimized SQL queries and designed mock testing environments (databases) to ensure calculation precision.

• Evaluated transformer code-generation models, generated annotated algorithmic benchmark datasets, and validated peer developer submissions.

Thesis: "Memory Efficient Fine-tuning of Large Language Models"

Focus in Data Science and Machine Learning. Received Outstanding Graduate Award.

Thesis: "The Feasibility of Hand-Gesture Controlled Applications"

5-course series on asset pricing, modern portfolio theory, and behavioral economics.

4-course comprehensive series covering Reinforcement Learning based on Sutton and Barto's book.

Executive leadership program on decision-making, leadership, and negotiation.

Data lakehouse architecture, Azure Synapse, and automated streaming ingest pipelines.

Proctored industry certifications for ML model training and cognitive service production deployments.