Open to opportunities

MD ASHRAF User

@mdashrafuser

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Data scientist and ML engineer specializing in computer vision and NLP pipelines.

India

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What I'm looking for

I seek ML/AI roles where I can build end-to-end computer vision and NLP systems, work on production pipelines, and contribute to data-driven product impact in collaborative teams.

I am a data scientist and machine learning engineer with hands-on experience building production-ready computer vision and NLP systems. I have implemented YOLO-based detection pipelines, real-time video processing, and optimized deep learning models for sports analytics.

My work spans unsupervised learning for customer segmentation, automated preprocessing and feature engineering, and visualization dashboards to make model insights actionable. I have built Retrieval-Augmented Generation pipelines using local LLMs, document ingestion and semantic search with FAISS, and embedding models for fast retrieval.

I have developed end-to-end products including an AI resume screening app and a real-time face-detection attendance system, focusing on automation, accuracy, and user-friendly interfaces. I use Streamlit for prototypes and Git/GitHub for version control.

I value practical, impact-driven projects and continuous improvement, and I bring a blend of software engineering discipline and applied machine learning to deliver measurable results.

Experience

Work history, roles, and key accomplishments

Current

ML Intern

Current

Mockmate

Aug 2025 - Present (3 months)

Developed computer vision pipelines using YOLO and OpenCV for real-time basketball action detection and player tracking; fine-tuned models and preprocessing to improve detection accuracy and inference speed for sports analytics.

YOLO OpenCV Deep Learning Model Fine Tuning Computer Vision Python

Data Science Analytics Intern

Zidio Development

Jun 2024 - Sep 2024 (3 months)

Implemented unsupervised learning (K-means, DBSCAN) for customer segmentation, performed data preprocessing and feature engineering, and created Matplotlib/Seaborn dashboards to visualize segments and insights.

K Means DBSCAN data preprocessing Python Matplotlib SeaBorn Clustering Data Visualization

Education

Degrees, certifications, and relevant coursework

Army Institute of Technology, Pune

Master of Engineering, Data Science

Grade: 7.7 / 10 (1st Year)

Master of Engineering in Data Science at AIT Pune, expected June 2026 with 1st Year GPA 7.7/10; coursework and projects in computer vision and ML for sports analytics.