Marmik Patel
ML Engineer (Python)
Visnagar
Summary
Dedicated ML Engineer with a strong foundation in Python, machine learning, audio processing and computer vision. Seeking a challenging role where I can leverage my expertise to drive technological innovation and enhance product development. With a proven track record in automating processes, implementing advanced computer vision solutions, and streamlining workflows, I aim to contribute to a forward- thinking team and play a key role in shaping the future of technology- driven projects.
Overview
4
4
years of professional experience
4
4
years of post-secondary education
Work History
Product Engineer
Shaip India LLP
Ahmedabad
03.2021 - Current
- I actively supporting projects automating data validation, improving efficiency, and introducing intelligent solutions
- Developed Python-based components (audio segmentation, face detection, and recognition) to significantly enhance data processing and validation accuracy
- Trained machine learning models for gender and age detection in audio files, integrated into our validation pipeline for precise results
- Contributed to audio speech diarization for speaker separation, optimizing data organization and analysis
- Proficient in Python, PyTorch, Celery for automation, and experienced in setting up CI/CD processes
- Focus on driving innovation through machine learning and technology integration for product success.
- Drove continuous improvement culture in engineering to provide clear product design standards, improve manufacturability through enhanced documentation and reduce engineering cycle time.
- Tested completed projects for functionality and implemented changes to production methods to rectify issues in final products.
Programmer Analyst
DosePack India LLP
Ahmedabad
08.2019 - 03.2021
- As a Computer Vision Engineer, I spearheaded a project focusing on security and attendance tracking using CCTV cameras
- Successfully implemented real-time person tracking with YOLOv5 and DeepSORT models, enhancing both security and employee monitoring
- Integrated a robust face recognition system for efficient attendance management, streamlining clock-in/ out procedures
- Applied advanced unsupervised learning and model interpretation techniques to optimize claim auto adjudication, significantly boosting claims processing efficiency
- Demonstrated proficiency in cutting-edge technologies, spanning deep learning and data-driven decision-making, highlighting a commitment to innovation and efficiency.
Education
Bachelors of Engineering - Computer Engineering
Smt. S. R. Patel Engineering College
Unjha 05.2015 - 05.2019
Skills
Pythonundefined
Timeline
Product Engineer
Shaip India LLP
03.2021 - Current
Programmer Analyst
DosePack India LLP
08.2019 - 03.2021
Bachelors of Engineering - Computer Engineering
Smt. S. R. Patel Engineering College
05.2015 - 05.2019
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