Open to opportunities

Muhammad Asfar

@muhammadasfar

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Kaggle Master data scientist specializing in generative AI, RAG systems, and production ML solutions.

Pakistan

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What I'm looking for

I seek roles building production generative AI and ML systems where I can apply RAG, LLM evaluation, and agentic automation to deliver measurable product impact.

I am a data scientist and generative AI engineer with strong competition credentials and hands-on product experience. I earned double Kaggle Master status and ranked in the top percentiles across multiple global challenges.

I build production-ready ML and RAG applications, including a LawyerGPT trained on 512 UK legal contracts and multiple agentic automation workflows. I implement and compare LLMs, vector databases, and retrieval pipelines to maximize contextual accuracy.

My background includes junior data scientist roles where I performed EDA, preprocessing, model development, and cross-functional integration to deliver business insights. I have experience optimizing model performance and documenting methodologies for reproducibility.

I contribute to the data science community through notebooks, datasets, mentoring, and teaching—driving practical learning via hands-on projects and collaborative sessions.

Experience

Work history, roles, and key accomplishments

Generative AI Engineer

Diffusion Planet Ltd

Mar 2025 - May 2025 (2 months)

Developed a RAG-based LawyerGPT trained on 512 UK legal contract files, implemented three LLMs to maximize contextual accuracy, and enabled file upload and interactive contract analysis features.

RAG Vector Databases OpenAI Hugging Face Python Prompt Engineering

Junior Data Scientist

Baysien Labs

Sep 2024 - Nov 2024 (2 months)

Performed data cleaning, preprocessing, and EDA to support predictive modeling; collaborated with senior data scientists to optimize data collection and reporting processes and developed machine learning models for business insights.

Python Pandas scikit learn Model Evaluation Data Cleaning Reporting

Junior Data Scientist

CognoRise

Jul 2024 - Aug 2024 (1 month)

Developed and implemented machine learning models for predictive analytics, collaborated with cross-functional teams to integrate AI solutions, and optimized model performance with documented methodologies.

Python scikit learn Optimization Cross Functional Collaboration Deployment Documentation

Kaggle Professional

Kaggle

Jul 2024 - Aug 2024 (1 month)

Achieved Double Master status and top-percentile competition rankings, published influential notebooks and datasets, and contributed to the community through high-quality analyses and discussions.

Notebook Authoring Data Visualization Python & Model Tuning