Ahmad Bilal
Ahmad Bilal
// Data Scientist & AI Engineer
Available for Hire

H

e

l

l

o

(

)

;

 

I

'

m

A

h

m

a

d

 

B

i

l

a

l

.

A

I

E

n

g

i

n

e

e

r

|

M

a

c

h

i

n

e

L

e

a

r

n

i

n

g

|

F

u

l

l

-

S

t

a

c

k

D

e

v

e

l

o

p

m

e

n

t

Full-Stack AI Engineer with 5+ years of experience developing production-ready AI/ML systems and scalable web applications.

I deliver end-to-end solutions spanning computer vision, predictive analytics, and enterprise software โ€” from model training to production deployment. My passion lies in building AI systems that solve real-world problems with measurable impact.

</AboutMe>

Hi! I'm Ahmad Bilal, a Full-Stack AI Engineer specializing in building production-ready AI/ML systems and enterprise web applications. With a background in Mechanical Engineering and 5+ years of hands-on experience, I bridge the gap between research and real-world deployment.


My journey began with deep learning research at UM-SJTU Joint Institute, focusing on 3D object detection using LIDAR for autonomous vehicles. This foundation in computer vision led me to explore the full AI development lifecycle โ€” from model training and fine-tuning to cloud deployment and integration with industrial systems.


Today, I architect end-to-end AI solutions that combine cutting-edge ML models with robust full-stack development. Whether it's deploying YOLOv8 for real-time safety systems, building scalable Next.js applications, or engineering predictive maintenance pipelines โ€” I deliver systems that work in production, not just in notebooks.

Ahmad Bilal

</Skills>

PRIMARY SKILLS

AI/ML & DEEP LEARNING

  • pytorch PyTorch
  • tensorflow TensorFlow
  • scikit-learn Scikit-learn
  • hugging face Hugging Face
  • keras Keras

DATA SCIENCE & ANALYTICS

  • pandas pandas Pandas
  • numpy NumPy
  • scipy SciPy
  • xgboost XGBoost
  • lightgbm LightGBM
  • matplotlib Matplotlib
  • plotly plotly Plotly

FULL-STACK WEB DEVELOPMENT

  • nextjs/react Next.js / React
  • fastapi FastAPI
  • django django Django
  • javascript JavaScript
  • sql SQL

CLOUD & DEVOPS

  • aws aws AWS
  • azure Azure
  • github actions github actions GitHub Actions
  • vercel vercel Vercel
  • git Git

ADDITIONAL SKILLS & TOOLS

WEB TECHNOLOGIES

  • jquery jquery jQuery
  • bootstrap Bootstrap
  • html HTML
  • css CSS

MULTIMEDIA & DESIGN

  • photoshop Photoshop
  • premiere pro Premiere Pro
  • camtasia Camtasia
  • canva Canva

DOCUMENTATION & WRITING

  • latex latex LaTeX
  • markdown markdown Markdown
  • office Office Suite
  • endnote EndNote

</Education>

ACADEMIC QUALIFICATIONS

Postgraduate

UM-SJTU Logo
The University of Michigan-Shanghai Jiao Tong University Joint Institute (UM-SJTU JI)

SHANGHAI, CHINA

MASTERS IN MECHANICAL ENGINEERING (AI & Data Science focus)

2017 - 2022

Key Achievements:

  • ๐Ÿง  Developed CNN-based model for 3D LIDAR point cloud processing
  • ๐Ÿค– Applied ML & DL algorithms to real-time 3D object detection
  • ๐Ÿ† Pursued studies on prestigious CSC Scholarship

Relevant Coursework:

  • ๐Ÿ–ฅ๏ธ Introduction to Artificial Intelligence
  • ๐Ÿ“Š Probability and Random Process
  • ๐Ÿ” Engineering Decision Making
  • โš™๏ธ Mechatronic System Design
UM-SJTU Logo
The University of Michigan-Shanghai Jiao Tong University Joint Institute (UM-SJTU JI)

SHANGHAI, CHINA

MASTERS IN MECHANICAL ENGINEERING (AI & Data Science focus)

2017 - 2022

Key Achievements:

  • ๐Ÿง  Developed CNN-based model for 3D LIDAR point cloud processing
  • ๐Ÿค– Applied ML & DL algorithms to real-time 3D object detection
  • ๐Ÿ† Pursued studies on prestigious CSC Scholarship

Relevant Coursework:

  • ๐Ÿ–ฅ๏ธ Introduction to Artificial Intelligence
  • ๐Ÿ“Š Probability and Random Process
  • ๐Ÿ” Engineering Decision Making
  • โš™๏ธ Mechatronic System Design

Undergraduate

NUST Logo
National University of Sciences & Technology (NUST)

ISLAMABAD, PAKISTAN

B.E MECHANICAL ENGINEERING

2012 - 2016

Key Achievements:

  • ๐Ÿ† Rector's Gold Medal for Best Final Year Project
  • ๐Ÿฅˆ 2nd Best Industrial Project at SMME NUST Open House 2016
  • ๐ŸŽ“ Pursued studies on NUST Merit Scholarship

Relevant Coursework:

  • ๐Ÿ’ป Computer Systems & Programming
  • ๐Ÿ“Š Advanced Mathematics: Probability, Statistics etc.
  • ๐Ÿค– Robotics, Automation & Control Systems
  • โš™๏ธ Sensors & Instrumentation
UM-SJTU Logo
National University of Sciences & Technology (NUST)

ISLAMABAD, PAKISTAN

B.E MECHANICAL ENGINEERING

2012 - 2016

Key Achievements:

  • ๐Ÿ† Rector's Gold Medal for Best Final Year Project
  • ๐Ÿฅˆ 2nd Best Industrial Project at SMME NUST Open House 2016
  • ๐ŸŽ“ Pursued studies on NUST Merit Scholarship

Relevant Coursework:

  • ๐Ÿ’ป Computer Systems & Programming
  • ๐Ÿ“Š Advanced Mathematics: Probability, Statistics etc.
  • ๐Ÿค– Robotics, Automation & Control Systems
  • โš™๏ธ Sensors & Instrumentation

ONLINE CERTIFICATIONS & COURSES

Deepleaning.ai logo

Deep Learning Specialization

- Andrew Ng

Stanford logo

Machine Learning Specialization

- Andrew Ng

HuggingFace Logo

Hugging Face NLP Course

- Hugging Face Team

DataCamp Logo

Data Scientist Professional

- Python Career Track

DataCamp Logo

Associate Data Scientist

- Python Career Track

DataCamp Logo

Machine Learning Scientist

- Python Career Track

Udemy Logo

Fullstack Django Web Development

- Kalob Taulien

DataCamp Logo

Data Analyst

- Python Career Track

DataCamp Logo

MLOps Fundamentals

- DataCamp Instructors Team

</Experience>

๐ŸŸข Relevant
Full-Stack AI Engineer (Contract)
Totalogix SMC Pvt Ltd

Delivered three production AI/ML systems for an International Major Industrial Packaging Company, spanning full-stack web development, computer vision, and predictive analytics.

Project Highlights:
  • ๐ŸŽฎ Safety Quest LMS: Built Next.js enterprise LMS with 10 game types, serving 500+ users
  • ๐ŸŽฏ Computer Vision Safety: Fine-tuned YOLOv8 for industrial machinery monitoring with PLC integration
  • ๐Ÿ“Š Predictive Maintenance: ETL pipeline with XGBoost achieving 0.87 recall (22% improvement)
Feb 2025 - Jan 2026
๐ŸŸข Relevant
AI Engineer & Full-Stack Developer (Freelance)
Independent Consultant

Building end-to-end AI/ML solutions and scalable web applications for clients across multiple industries. Specializing in NLP applications, predictive analytics, computer vision systems, and full-stack web development.

  • Developed NLP apps using Hugging Face & LangChain for document processing and chatbots
  • Built production Next.js/Strapi web applications for transportation & logistics clients
  • Created predictive analytics dashboards and ML models for business intelligence
Jan 2021 - Present
๐ŸŸข Relevant
Graduate Research Assistant
DSC Lab, UM-SJTU Joint Institute

Conducted advanced research in autonomous systems and 3D computer vision. Published research on real-time 3D object detection using LIDAR point clouds.

  • Developed robust CNN-based deep learning models for 3D point cloud data processing
  • Utilized TensorFlow and PyTorch for model development, training, and evaluation
  • Achieved computation optimization through CUDA parallel computing techniques

Master's Thesis: Real-time 3D Object Detection and Classification using LIDAR Point Clouds

Sep 2017 - Sep 2022
๐ŸŸข Relevant
Engineer Intern
SUPERG.AI, Shanghai

Contributed to autonomous vehicle development project, gaining hands-on experience with computer vision and LIDAR-based perception systems.

  • Worked on 3D object detection and tracking algorithms using LIDAR point cloud data
  • Implemented bounding box formation algorithms for detected objects in real-time streams
  • Collaborated with senior engineers on driverless technology research and development
Feb 2019 - May 2019
๐ŸŸ  Other Experience
Sales Engineer HVAC&R
BS Machinery Mart (Shanghai) Co. Ltd.

Note: During this period, I continued freelance AI/ML work part-time.

  • Generated $0.45 million in sales over two years for HVAC projects
  • Led company's participation in HVAC&R expo in Lahore 2022
  • Managed social media campaigns and developed promotional content
Aug 2021 - Aug 2023
๐ŸŸ  Other Experience
Digital Media Marketing Manager
Ezifitโ„ข

Note: During this period, I continued freelance AI/ML work part-time.

  • Designed and developed responsive e-commerce website for EZIFIT
  • Managed DARAZ store with product listings and content optimization
  • Drove social media ad campaigns and implemented data analytics tools
Jan 2021 - Aug 2021

</Blogs>

๐Ÿšง Blog posts coming soon!

Follow me on LinkedIn for updates.