Shakil Rana
ML Engineer & AI Researcher | Medical Imaging | Sports Analytics
ML Engineer at KodeEnd IT Solutions with expertise in building AI-driven solutions for sports analytics and healthcare. Researcher specializing in medical imaging, explainable AI, and deep learning. Published author with 6 peer-reviewed papers in top-tier journals and conferences.
Work Experience
ML Engineer
KodeEnd IT Solutions AB (Bangladesh Office)
September 2024 - Present
- Built ML pipelines for sports analytics platform integrating real-time API data to predict match outcomes and player statistics
- Developed Tellecto AI using Deepgram + OpenAI for accurate call transcription and automated insights
- Created company chatbot with LangChain + RAG, deployed via Django API for internal knowledge-based Q&A
- Automated workflows with Deepnote and optimized large-scale datasets in MongoDB/Airtable for full ML lifecycle
- Tech Stack: Python, TensorFlow, Scikit-learn, Deepnote, MongoDB, Airtable, Django, LangChain, RAG
ML Researcher
DIU Health Informatics Research Laboratory (HIRL)
August 2022 - September 2024
- Designed and implemented CNN and GNN models for multi-modal medical imaging improving diagnostic accuracy
- Built pipelines for preprocessing, feature extraction, and ensemble learning for classification tasks
- Optimized NLP and computer vision models using TensorFlow and PyTorch, reducing error rates in medical workflows
- Applied XAI (Explainable AI) techniques for transparency in AI-assisted healthcare
- Collaborated on multiple peer-reviewed publications in journals and international conferences
ML Engineer (Intern)
Mentorness, India
January 2025 - February 2025
- Contributed to supervised learning pipelines and model evaluation
- Worked on real-world ML projects applying industry best practices
Contact Information
linkedin.com/in/shakil-rana-a1b383256
Bamonbaria, Khubjipur, Natore, Rajshahi 6440, Bangladesh
Reference
Dr. Md. Zahid Hasan
Associate Professor & MIS Coordinator
Director of HIRL Lab, Department of CSE
Daffodil International University