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Zulqarnain Ali
ML Engineer · Researcher
Zulqarnain Ali portrait
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Zulqarnain Ali

ML Engineer · Researcher

Building intelligent systems and solving real-world problems with machine learning, research, and a focus on shipping.

10
Competitive Medals
3
Publications
15+
Projects
30+
Certifications
Top AchievementGold · 1st
Social Media Extremism Detection
1st Place Winner — Built an NLP classifier for extremist content detection.
Featured AwardSolo · 2025
Emerging Researcher Award
Awarded for publishing my first research paper as solo author during the 5th semester of BS Data Science.
Currently Exploring5 focus areas
Cross-Domain LearningFew-Shot LearningHealthcare AIGeospatial MLLLM · NLP
Recent HonorsLatest
  1. Emerging Researcher Award
    Recognized by the Data Science Department at The Islamia University of Bahawalpur.
    2025
  2. TechQuest 2024 Winner
    1st place — Data Science Competition at The Islamia University of Bahawalpur.
    2024
  3. PM Youth Laptop Award
    Awarded for academic excellence by the Prime Minister of Pakistan.
    2023
02 · About

Where models meet meaning.

Role
ML Engineer / Researcher
Focus: Few-shot & cross-domain learning
NLP & Research96
Computer Vision88
Healthcare AI92
Competition ML95
LLM Fine-tuning86
MLOps78
Daily stack
PyTorch
Transformers
scikit-learn
CUDA
Weights & Biases
Papers w/ Code
Background

Machine Learning Engineer and Researcher with expertise in NLP, Computer Vision, and Healthcare AI. Skilled in building scalable ML solutions, pursuing advanced research in cross-domain and few-shot learning for healthcare applications, and highly competitive in machine learning challenges.

03 · Experience

The journey so far.

  1. CurrentJan 2026 — Present

    Research Assistant

    Center of Digital Convergence Lab, Yeungnam University Gyeongsan, South Korea (Remote)
    • Conduct research on machine learning and geospatial data analysis, contributing to datasets and evaluation pipelines for environmental monitoring and AI-driven detection systems.
    • Collaborate with international researchers to design data processing workflows, run training experiments, and validate results using competition-specific metrics.
    • Prepare research materials, technical reports, and experimental documentation for academic and industry collaborations.
  2. Role 2Jun 2025 — Present

    Python Developer

    Shipd Remote
    • Engineered high-performance Python benchmarks for an invite-only platform, optimizing AI model evaluation speeds by 20%.
    • Ranked in the top 5% of global contributors for scalable algorithmic problem-solving.
  3. Role 3Jan 2025 — Aug 2025

    Machine Learning Engineer

    Seath General Trading Company Hybrid
    • Built an automated procurement optimizer with TensorFlow, reducing supply chain decision time by 40%.
    • Implemented government-compliant data pipelines for secure processing of large-scale trade datasets.
  4. Role 4Jun 2023 — Oct 2023

    Database Operations Manager

    PRIME HONDA Bahawalpur, Pakistan
    • Restructured the relational database architecture, improving inventory query retrieval speeds by 25%.
    • Developed automated validation scripts in SQL, reducing manual data entry errors by 35%.
07 · Education

Foundation in data.

2022 — 2026

The Islamia University of Bahawalpur

Bachelor of Science in Data Science · GPA 3.60 · Bahawalpur, Pakistan
Coursework
Machine LearningReinforcement LearningAdvanced StatisticsDatabase SystemsBig Data Analytics
08 · Skills

The toolkit.

4 categories · battle-tested in production & competitions
Languages
5 items
PythonC++SQLJavaScriptHTML
ML / DL
7 items
PyTorchTensorFlowScikit-learnDeep LearningTransfer LearningXGBoostCatBoost
Domains
5 items
Computer VisionNLPRemote SensingHealthcare AITime Series Forecasting
Tools
7 items
PandasNumPyMatplotlibETL PipelinesAPI DevelopmentModel DeploymentDocker
10 · Volunteer

Giving back.

ML Mentor

Topmate.io Remote
Jul 2025 — Present

Providing technical mentorship and portfolio reviews to 50+ aspiring data science students globally.

Fundraising Coordinator

Itthad Business City Pakistan
Jun 2023 — Oct 2023

Led community campaigns to support local business growth and entrepreneurial funding initiatives.

11 · Mentorship

Let's build your ML journey.

1:1 Mentorship

Book a session on Topmate

I help students and early-career engineers break into Machine Learning — from first competition medal to first research paper.

  • Career guidance for aspiring ML engineers
  • Portfolio, resume & Kaggle strategy reviews
  • Research paper / publication coaching
  • Mock interviews — ML, DL, system design
12 · Contact

Let's build something together.

Open to research collaborations and offering services in ML / AI, data science, and research. Tell me what you're building and let's find a way to ship it.

Research Collaboration
NLP · CV · Health AI · few-shot & cross-domain learning.
ML & AI Engineering
Model design, fine-tuning, deployment & MLOps.
Data Science
Analytics, feature engineering, competition-grade pipelines.
Mentorship & Reviews
Career, papers, Kaggle strategy & 1:1 guidance.
Drop me a line

Opens your mail app · replies within ~24h