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$10 USD / hour
Flag of INDIA
erode, india
$10 USD / hour
It's currently 7:24 PM here
Joined April 26, 2017
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Sathish P.

@sathishatm27

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$10 USD / hour
Flag of INDIA
erode, india
$10 USD / hour
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Computer Vision, Machine Learning, Deep Learning,

As an AI Software Engineer at Eco Sys - SIW Manufacturing Sdn. Bhd, I lead the development of a versatile Robot learning system, incorporating LLM, imitation learning, and transformers for effective task generalization. My work involves enhancing navigation with Visual SLAM for quadruped robot mapping and contributing to object detection and tracking. I've also implemented RL algorithms to optimize gait stability in various locomotion modes. In my role at Blinkware Technologies, I deployed Automotive Defect Analysis Technology using deep learning and computer vision. I designed a deep learning architecture for corrosion detection and developed an Object Dimension Analysis System for the logistics industry. Additionally, I contributed to an Advanced Driving Assistance System using machine learning and deep learning. As a Computer Vision Engineer at 1000looks, I worked on 3D Virtual Eyewear/Jewelry Try-on using computer vision and machine learning, providing users with a realistic experience. I earned my Master of Technology ([login to view URL].) in Computer Vision and Image Processing from Amrita School of Engineering, where I published a paper on road signboard detection and won the best project award for a driving assistance system based on gaze tracking and road scene event detection.

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Experience

AI Software Engineer

EcoSys - SIW Manufacturing Sdn. Bhd
Jun 2019 - Present
Leading the development of a general Robot learning system, incorporating LLM, imitation learning with transformers for effective task generalization, and achieving zero-shot learning. Developed Visual SLAM for quadruped robot mapping with RGB-D Sensor, enhancing navigation. Contributed to object detection and tracking, improving overall system capabilities.

Software Engineer - Computer Vision, Deep Learning

Blinkware Technologies Sdn. Bhd.
Jul 2017 - Mar 2019 (1 year, 8 months)
- Developed and Deployed Automotive Defect Analysis Technology which adopts Deep learning, and computer vision algorithms to highlight wielding defects, missing parts, gaps, deformations, and dimensions in metal parts. - Developed robust Deep learning Architecture, that could detect Corrosion on the metal parts. - Built Object Dimension Analysis System for logistics industry

Computer vision Engineer

1000lookz
Oct 2015 - Feb 2017 (1 year, 4 months)
Working in AR related project. 3D Object Rendering /openGL and Blender python Server deployment

Education

M. Tech

Amrita University, India 2013 - 2015
(2 years)

B.Tech

Anna University, India 2008 - 2012
(4 years)

Publications

Automatic Road Sign Detection and Recognition Based on SIFT Feature Matching Algorithm

Springer India
The paper presents a safety and comfort driving assistance system to help driver in analyzing the road sign boards. The system assists the drivers by detecting and recognizing the sign boards along roadside from a moving vehicle. Signboards are detected using color and shape detection techniques, and they are recognized by matching the extracted scale invariant features with the features in the database.

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