Maseehullah Wardak
Maseehullah Wardak is an electrical engineering co-op student at the University of Waterloo focused on applied machine learning, AI systems, and production software development.
About
Maseehullah Wardak is an electrical engineering co-op student at the University of Waterloo focused on applied machine learning, AI systems, and production software development. He has built and shipped AI-powered applications spanning audio understanding, retrieval, and on-device inference.
He combines strong engineering fundamentals (C++, Python, TypeScript, SQL, Verilog) with practical experience deploying models via ONNX Runtime, FastAPI, React, and cloud services. His work emphasizes measurable performance gains, efficient pipelines, and user-focused product outcomes through customer discovery and production feature delivery.
- Joined July 2026
Industry experience
- Computers & Electronics
- Software & Internet
- Education
- Financial Services
Work experience
Developed STM32 motor-control firmware using SPI, ADC, and PWM peripherals. Integrated and validated an IST8310 magnetometer on STM32 via I2C for drone heading estimation.
Fine-tuned CLAP on 17.7K bird recordings for natural-language bird-call retrieval. Improved Hit@10 from 5.7% to 77.3% using balanced sampling and hard negatives. Built a bird-audio research app with text/audio search, species ID, spectrograms, and a Three.js 3D audio visualization. Reduced training time 12x by caching CLAP mel-spectrogram features as .pt sidecar files.
Shipped 10+ production features on an interior design B2B SaaS platform using TypeScript, React, and Supabase. Built an AI comparison tab for up to 10 materials with a chatbot and a 5-criteria scoring heatmap. Implemented 4-metric supplier analytics with SQL RPCs and event data feeding Supabase-backed dashboards. Developed a drag-and-drop React canvas with multi-page editing and Supabase cloud persistence. Conducted 25 customer discovery interviews and summarized findings with recommendations.
Education
Certifications and awards
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