Arm

Where I manage ecosystem partner relationships and validate device verification for data center delivery.

• Identified cost hotspots using Python and investigated the mechanical enclosure of the hardware system.
• Managing ecosystem partner relationships to validate device verification and support release for data center delivery.

Siemens EDA (Siemens Digital Industries Software)

Where I built enterprise-grade automation that eliminated manual PCB review bottlenecks.

• Developed an automated signal integrity and power integrity validation system using Python Tkinter GUI.
• Automated DRC for differential pairs using Python/Linux tooling, resulting in ~90% reduction in review time.

Intel Corporation

Where I learned to build production-grade ML systems and optimize at scale.

• Engineered a synthetic data pipeline using Python, generating 10,000+ test graphs, enabling scalable CNN training.
• Developed an 8-layer CNN architecture using Python (PyTorch, SciPy, L2 regularization), achieving 92.43% accuracy.

USAA (TDMN)

Where I turned thousands of call transcripts into actionable insights that improved customer satisfaction.

• Analyzed customer data using Python with K-means and NLP, improving satisfaction by 10% through insights.
• Conducted EDA on thousands of call transcripts with clustering algorithms, reducing friction scores by 15%.

Honeywell Aerospace

Where I engineered solutions for aerospace-grade reliability.

• Automated avionics workflows using Python and JIRA, reducing test cycle time by 50% through optimization.
• Developed a data pipeline using Python on NVIDIA JETSON, reducing latency by 1s for signal communications on UAVs.