Saranya Manickam
Bangalore
Summary
With over 8+ years of experience in computer vision, deep learning, image processing, managed multiple projects involving end-to-end pipeline development, custom algorithm design, model optimization, and evaluation.
Overview
9
9
years of professional experience
Work History
Lead Tech Engineer - NLP, Computer Vision & Gen AI
Tata Elxsi Limited
Bangalore
07.2021 - Current
- Built an intelligent voice-based assistant to effectively address queries by enhancing contextual understanding, which utilizes cloud-based services for seamless user interactions.
- Designed and developed a vision-based product, managing the end-to-end pipeline, optimizing model speed by 70%, ensuring accuracy, and leading a team of 5 to successful project delivery.
- Developed a computer vision-based product, leveraging deep learning and image processing techniques, enabling precise measurement of critical parameters, driving significant improvements in product functionality and overall efficiency.
Senior Engineer - Computer Vision & Deep Learning
Tata Elxsi Limited
Bangalore
07.2018 - 06.2021
- Developed a custom image processing algorithm, leveraging efficient OpenCV and Pillow, achieving a 50% increase in speed, and a 40% increase in accuracy.
- Engineered an optimal balance between performance and speed for a complex computer vision task, resulting in a 40% improvement in accuracy while maintaining the speed.
- Led a team of six in developing and evaluating vision-based, real-world applications, leveraging classification and object detection algorithms.
Engineer - AI/Computer Vision Engineer
Tata Elxsi Limited
Bangalore
07.2016 - 06.2018
- Implementation and evaluation of classification and object detection algorithms, yielding a 30% increase in accuracy with data scaling approaches.
Education
Bachelor of Engineering - Electronics and Communication
Coimbatore Institute of Technology
Coimbatore01.2016
Skills
- Computer Vision
- Deep Learning
- Natural language processing
- OpenCV
- Pillow
- Machine Learning
- Python
- C
- Tensor Flow
- Dark Net
- Keras
Timeline
Lead Tech Engineer - NLP, Computer Vision & Gen AI
Tata Elxsi Limited
07.2021 - Current
Senior Engineer - Computer Vision & Deep Learning
Tata Elxsi Limited
07.2018 - 06.2021
Engineer - AI/Computer Vision Engineer
Tata Elxsi Limited
07.2016 - 06.2018
Bachelor of Engineering - Electronics and Communication
Coimbatore Institute of Technology
Similar Profiles
Anand R LAnand R L
Product Manager at Tata Elxsi LimitedProduct Manager at Tata Elxsi Limited
Gnanadeep ManduvaGnanadeep Manduva
AI Intern at TATA ELXSI LimitedAI Intern at TATA ELXSI Limited
Shivam CharanShivam Charan
Agile Project Manager (Specialist) at Tata Elxsi LimitedAgile Project Manager (Specialist) at Tata Elxsi Limited