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Sayed Hayat Ahmad

Computer Engineering Student

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About Me

Me

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I'm Hayat, a Computer Engineering student at the University of Waterloo. I build across backend systems, AI/ML pipelines, and developer tooling, with internship experience at League, NETSOL Technologies, and AfterQuery (YC W25).

I focus on projects where software and systems thinking intersect: identity and authorization architecture, LLM-powered document intelligence, and embedded hardware platforms. My core stack includes Python, C/C++, Go, TypeScript, and Docker.

Experience

League Inc.

Backend Engineering Intern

League Inc.·Toronto, ON
Jan 2026 — Present

Identity Platform & Authorization Systems

GoAuth0CedarSAMLJWTPostgreSQL
NETSOL Technologies

AI/ML Engineering Intern

NETSOL Technologies·Calabasas, CA
May 2025 — Aug 2025

LLM-Powered Document Intelligence

PythonLangChainLangFuseScikit-learnDockerAWS
AfterQuery (YC W25)

Software Engineering Intern

AfterQuery (YC W25)·Remote
Jan 2025 — Apr 2025

AI Training Data & Evaluation Infrastructure

PythonDockerGitTestingCI/CD

Projects

Currently Working On

Aether

Coming Soon

  • Building an agentic 3D-printing platform that turns high-level user goals into executable print plans and machine-ready workflows
  • Designing a multi-agent orchestration layer for model selection, slicer parameter tuning, and automated pre-print validation
  • Developing an operator-focused interface with job monitoring, intervention controls, and feedback loops for continuous print-quality improvement

Real-Time Point Cloud Scanner

Hardware + 3D Visualization

  • Engineered a time-of-flight scanner with servo vertical sweeps (0-180°) and 360° stepper rotation to capture full-hemisphere distance scans up to 4 m
  • Built a network-accessible Three.js interface that streams points in real time with start, stop, and pause controls plus live telemetry
  • Implemented the point-cloud pipeline (spherical to Cartesian), export to PLY/PCD, and a simulation mode for hardware-free validation
Raspberry Pi 5PythonFlask-SocketIOThree.jsI2C

IoT Spotify Controller

Embedded Systems + API Integration

  • Designed an ESP32 controller with SPI TFT touch UI and a quadrature encoder using ISR-driven input decoding and gesture state machines
  • Implemented secure captive-portal provisioning with an async web server and encrypted NVS storage for Wi-Fi and OAuth credentials
  • Integrated the Spotify Web API with token refresh, resilient REST handling, and lyric retrieval via a fallback chain (LRCLIB and OVH)
ESP32C++PythonREST APISPI/I2COAuth 2.0

ClaimHub

AI Document Extraction + Automation

  • Built an extraction pipeline for receipts and medical bills that outputs structured records against a custom JSON schema
  • Automated PDF form completion and submission workflows using schema-driven mappings for internal operations at NETSOL Technologies
  • Supported stakeholder demos and rollout planning that helped move the solution from prototype to an official NETSOL product
PythonLLMsJSON SchemaPDF Automation

60% Keyboard PCB

PCB Design + Hardware Engineering

  • Designed a full 60% keyboard PCB in KiCad with Cherry MX footprints, routing constraints, and production-ready board files
  • Integrated an RP2040 (Raspberry Pi Pico) as the USB HID microcontroller for low-latency key scanning and host communication
  • Validated the design workflow end to end, from schematic capture to PCB layout review and firmware integration planning
KiCadCherryMXRP2040PCB DesignHID

Custom Macropad

PCB Design + CircuitPython

  • Designed a custom macropad PCB around the RP2040 with a compact layout optimized for desk workflows and macro-heavy tasks
  • Developed CircuitPython firmware to emulate keyboard input and trigger programmable multi-step shortcuts
  • Established a reusable hardware-plus-firmware template for quickly building future input devices
KiCadCircuitPythonRP2040PCB DesignHID

Agentic Chatbot

Conversational AI Agent

  • Built an agentic chatbot that combines conversational context handling with autonomous tool-driven task execution
  • Implemented structured planning and response pipelines to improve reliability for multi-step user requests
  • Designed extensible agent orchestration patterns to support additional tools and workflows over time
PythonLLMsAgents

The Heart That Fed

Bigmode Game Jam 2025

  • Developed a complete game jam entry under tight deadlines, balancing core mechanics, iteration speed, and scope control
  • Implemented gameplay systems and level flow focused on thematic coherence and player feedback loops
  • Collaborated through rapid test-and-polish cycles to deliver a stable submission within the jam window
Game DevGame Jam

Quiz Bowl Lockout Buzzer

Embedded Systems + Communication Protocols

  • Built a lockout buzzer system using two STM32 microcontrollers communicating over UART for low-latency event handling
  • Integrated PWM-driven audio cues and an LED matrix countdown to provide clear real-time feedback during rounds
  • Delivered a polished final prototype that earned a 96% overall grade in the ECE198 Project Studio course
STM32CUARTPWMLED Matrix

Skills

Languages

PythonC/C++GoTypeScriptJavaScriptVerilogAssemblySQL

Frameworks & Libraries

ReactNext.jsFlaskLangChainFramer MotionThree.jsScikit-learnCircuitPython

DevOps & Cloud

DockerAWSGitCI/CDLinuxPostgreSQLREST APIsOAuth 2.0

AI/ML

LLMsLangChainLangFuseScikit-learnNLPPrompt EngineeringAgentic SystemsDocument AI

Hardware & Embedded

Raspberry PiESP32STM32KiCadAltium DesignerSolidWorksAutoCADUART / SPI / I2C

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Contact

Interested in collaborating on backend, AI/ML, or embedded systems work? Send a note and I'll get back to you as soon as possible.