Muhammad Haider Ali

Experience

OCTOBER 2024 – DECEMBER 2025

Vintage Solutions, Lahore

| Full Stack Engineer

• •
  Worked on the full-stack team to design and develop REST APIs with FastAPI for the company's
  in-house CRM, covering lead management, client records and project tracking and audit reports,
  used daily by 50 internal users and 80+ clients.
• •
  Delivered client websites for UK-based customers on a contract basis, owning the full lifecycle
  from UI design through to production code using Next.js and FastAPI, across 18+ projects.
• •
  Integrated
  third-party
  services
  including
  Stripe,
  Clerk,
  Firebase,
  and
  Supabase
  into
  client
  products, saving production time and enabling secure authentication and online payments.

MARCH 2026 - PRESENT

Symufolk, Lahore

| Full Stack Engineer AI/ML

• •
  Working as a staff augmentation engineer for a US robotics company, built a full-stack computer
  vision annotation platform for dataset labelling,
  using spatial indexing and binary lookups to
  handle thousands of bounding boxes without browser crashes.
• •
  Designed REST APIs for an ML inference pipeline covering video upload, job orchestration, result
  normalization
  and
  evaluated
  8+
  computer
  vision
  models
  (SAM2,
  YOLO11,
  GDINO,
  RF-DETR,
  ByteTrack, V-JEPA, Gemini-ER) for detection, segmentation and object tracking. Benchmarking
  on latency, accuracy, and token cost, driving model selection across 8+ production workflows.
• •
  Built
  an
  end-to-end
  data
  generation
  pipeline
  using
  BlenderProc,
  Isaac
  Sim
  and
  a
  Three.js
  simulation UI, enabling configurable lighting, backgrounds, and object transforms to generate
  labeled
  training
  data
  of
  robotic
  arms
  without
  requiring
  manual
  video
  capture
  or
  expensive
  human annotations.
• •
  Annotated and verified 12,000+ video frames in CVAT and Label Studio, resolving occlusion,
  multi-object scenes, and edge cases, and aligning on shared data schemas with ML engineers
  .

Education

DECEMBER 2022 - MAY 2026

University of Engineering & Technology, Lahore

| BS Mechatronics & Control Engineering

Relevant Coursework: Control Systems, Robotics, Embedded Systems, Industrial Automation, Computer

Programming

Projects

SEPTEMBER 2025 - PRESENT

Z-Engine

| C++, OpenGL

• •
  Built a custom FPS game engine from scratch featuring a forward+ renderer, sparse-set ECS,
  SIMD-accelerated
  skeletal
  animation,
  a
  fixed-timestep
  loop
  for
  deterministic
  physics,
  cache-
  based asset manager to reduce overhead and optimize resources.
• •
  Developed a versatile custom level editor using Qt6 with brush-based CSG geometry tools and
  hot-reloadable maps, moving heavy processing offline for a clean engine runtime.

JUNE 2025 - OCTOBER 2025

HEON-LMS

| Node.js, TypeScript, PostgreSQL, Redis |

Demo

|

Repo

• •
  Built
  an
  outcome-based
  education
  (OBE)
  management
  system
  for
  UET
  and
  other
  Pakistani
  universities, automating outcome mapping and transcript generation to replace the manual
  accreditation reporting faculty relied on for PEC compliance visits.
• •
  Pitched the system to the department chairman and delivered a live demo to Mechatronics
  faculty.

DECEMBER 2025 - AUGUST 2026

Wave-Sense

| Python, C++

• •
  Built a vibration-based impact hammer model testing suite to detect surface cracks in Toyota
  Yaris brake discs for Mecas Engineering (Pvt) Ltd. (a Toyota/Sony/Omron partner), achieving 90%
  of the accuracy of an industrial Sony FFT unit at a fraction of the cost.
• •
  Developed the FFT-based signal processing pipeline and firmware for a custom acquisition unit,
  validated against confidential production data under a signed MOU.

Certifications

AUGUST 2026

Letter of Recognition

-

Partnership | Mecas Engineering (Pvt) Ltd. | Sundas Industrial Estate

Skills