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I am an expert in Data Science

As a Senior AI and Machine Learning Solutions Architect with over eight years of experience, I have successfully transformed complex data into intelligent solutions. My career spans startups, scaleups, and enterprise companies, where I have primarily served as a technical consultant. My roles have included AI Engineer, AI Architect, and AI R&D Consultant. I have gained valuable experience across diverse industries, including finance, engineering, manufacturing, innovation, and telecom.

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8+ Years Experience
10+ Enterprise Clients
2.5x Efficiency Gain
25+ Projects Delivered
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AI
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RAG
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CV
🌐
NLP
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Data
⚙️
MLOps
About Me

Passionate about solving complex problems with data

Senior AI/ML Consultant with 8+ years of experience transforming complex data into intelligent solutions. I specialize in agentic AI systems, enterprise RAG solutions, and scalable ML deployments for Fortune 500 companies and innovative startups.

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Core Expertise

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Agentic AI Systems
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Enterprise RAG
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Solution Architecture
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MLOps & Deployment
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Compliance & Security
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Consulting & Leadership
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Computer Vision
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2000+ Lifetime Github Contributions
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1200GB+ Data Processed
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50K+ Lines of Code Written
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5M+ Daily Events Analyzed
Technical Skills

Skills & Competencies

AI/ML Frameworks

🦜🔗 LangChain 🦜🔗 LangGraph 🦜🔗 LangServe PyTorch TensorFlow Scikit-learn XGBoost AutoGen CrewAI

Vector Databases & Search

🌲 Pinecone 🕸️ Weaviate 🎨 ChromaDB FAISS Elasticsearch

Cloud Platforms

Microsoft Azure Google Cloud Platform Amazon Web Services Azure ML Vertex AI SageMaker

Programming Languages

Python SQL PySpark R JavaScript TypeScript

DevOps & MLOps

Docker Kubernetes MLflow DVC GitHub Actions Azure DevOps

APIs & Backend

FastAPI Flask REST APIs GraphQL WebSockets
GitHub Activity

My Coding Journey

2025 Contributions

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Qualifications

Education & Certifications

Education

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MBA - Business Administration

Rennes School of Business, France

2023-2024
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Micro Masters - Statistics & Data Science

Massachusetts Institute of Technology

2019-2023
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Data Science & ML Diploma

MIT Institute for Data, Systems and Society

2024
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Micro Masters - Data Science

UC San Diego

2021-2023
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Micro Masters - Business Analytics

University of Wisconsin

2021-2022
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B.S. Aerospace Engineering

Institute of Space Technology, Pakistan

2013-2017

Key Certifications

AI
Expert AI Certification (EITCA)
PM
SAFe Product Owner/Manager
GCP
Google Cloud Professional
DS
IBM Data Science Professional
DL
Deep Learning Specialization
NLP
NLP Specialization
AZ
Azure ML Fundamentals
PY
AI Programming with Python
Experience

Professional Journey

Nov 2024 – Present

AI R&D Consultant

Samsung Design Innovation Center
  • Led AIDC multi-agent AI system combining generative AI, 3D geometric processing, and predictive ML models
  • Architected hybrid data infrastructure with FAISS vector databases and PostgreSQL for 3D mesh processing
  • Built production APIs using FastAPI and LangServe achieving 92% accuracy in size prediction models
Sep 2023 – Nov 2024

AI & Data Science Lead

i13 Ventures Studio
  • Provided AI/ML consulting to 6+ startup clients delivering enterprise RAG solutions with 60% latency reduction
  • Built scalable API infrastructure serving 500+ requests/hour with load balancing and authentication
  • Established MLOps infrastructure reducing model deployment cycles from weeks to hours
Feb 2023 – Sep 2023

Head of Data Analytics

Abacus Global
  • Led consulting practice for enterprise clients including MTN Africa and NCB Jamaica
  • Designed big data infrastructure on GCP handling 5M+ daily events with real-time processing
  • Built RESTful APIs for predictive model deployment with monitoring dashboards
Feb 2022 – Feb 2023

Technical Consultant

Automat Solutions Inc
  • Delivered smart battery optimization using deep reinforcement learning with GPU-accelerated training
  • Built automated data pipelines with real-time anomaly detection and TensorRT optimization
  • Developed Flask-based REST APIs achieving 99.9% uptime with request queuing and caching
Feb 2021 – Feb 2022

ML Consultant

Omdena Inc
  • Delivered computer vision solutions for NGOs achieving 12% accuracy improvement over baseline
  • Built automated ML pipelines using Docker with version control and CI practices
  • Coordinated distributed team of 15-20 volunteer data scientists and mentored junior developers
Aug 2017 – Nov 2022

Assistant Manager - Aerospace Analytics

Government of Pakistan
  • Delivered predictive maintenance ML system for 50+ aircraft fleet reducing costs by 35%
  • Developed fuel consumption optimization models with automated retraining schedules
  • Established data governance framework and trained maintenance personnel on analytics dashboards
Nov 2024 – Present

AI R&D Consultant

Samsung Design Innovation Center
  • Led AIDC multi-agent AI system combining generative AI, 3D geometric processing, and predictive ML models
  • Architected hybrid data infrastructure with FAISS vector databases and PostgreSQL for 3D mesh processing
  • Built production APIs using FastAPI and LangServe achieving 92% accuracy in size prediction models
Sep 2023 – Nov 2024

AI & Data Science Lead

i13 Ventures Studio
  • Provided AI/ML consulting to 6+ startup clients delivering enterprise RAG solutions with 60% latency reduction
  • Built scalable API infrastructure serving 500+ requests/hour with load balancing and authentication
  • Established MLOps infrastructure reducing model deployment cycles from weeks to hours
Feb 2023 – Sep 2023

Head of Data Analytics

Abacus Global
  • Led consulting practice for enterprise clients including MTN Africa and NCB Jamaica
  • Designed big data infrastructure on GCP handling 5M+ daily events with real-time processing
  • Built RESTful APIs for predictive model deployment with monitoring dashboards
Insights

Latest from the Blog

View All Articles
October 27, 2025 Featured • Software Engineering

Agentic AI Patterns - Engineering Systems That Don't Fail

Real-world patterns and antipatterns for building production agentic AI systems. Learn from frontier lab practices, avoid catastrophic mistakes, and ship reliable agent architectures.

agentic-AI software-patterns LLM-agents production-AI agent-architecture
Read Article
October 12, 2025 AI Research

The Small Sample Problem - How Minimal Data Poisoning Threatens LLM Security

Groundbreaking research from Anthropic, UK AISI, and the Alan Turing Institute reveals that as few as 250 malicious documents can backdoor language models of any size. This finding fundamentally chall...

generativeAI AI Security Data Poisoning backdoors training-vulnerabilities
Read Article
September 25, 2025 AI Research

The Personality Mirror - How LLMs' Hidden Character Shapes Everything You Know

Every LLM has a distinct personality that fundamentally warps the information it provides. As we mistake these AI quirks for objective intelligence, we're unknowingly filtering all human knowledge thr...

generativeAI personality bias information-distortion
Read Article
What Colleagues Say

Testimonials

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Let's build something amazing together

I'm always interested in discussing new opportunities, innovative AI projects, or potential collaborations in enterprise AI and data science consulting.

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