Personal details

Abhishek T. - Remote data scientist

Abhishek T.

Timezone: New Delhi (UTC+5.5)

Summary

Abhishek is a seasoned computer vision (CV) and artificial intelligence (AI) engineer with nearly a decade of experience in enterprise organizations, including GE Healthcare, Samsung, and Phililps. He's skilled in a number of languages (Python, C++), OS platforms (Linux, Windows), libraries (PyTorch, TensorFlow, Keras), and techniques (feature extraction, segmentation). Abhishek's past work includes camera images (2D + time, 2D + depth + time), ultrasound images (2D, 3D, 3D + time), and MR images (3D).

Work Experience

Artificial Intelligence Engineer 4
KLA | Jan 2022 - Present
Python
C++
Linux
OpenCV
Image Processing
Computer Vision
Docker
Keras
Use traditional and AI based techniques to addess image processing and computer vision challenges in semiconductor industry; such as defect detection, classification, etc.
Module Lead - Computer Vision
Vimaan Robotics | Jun 2020 - Jan 2022
Python
Linux
OpenCV
Computer Vision
Docker
PyTorch
TensorRT
Edge Computing
Intel realsense
AWS (Amazon Web Services)
- Developed algorithms for object detection and instance segmentation and semantic segmentation problems for images using CNN. - Implemented fusion algorithms across different data modalities such as RGB and depth data. - Optimized deep learning models using TensorRT and deployed on Edge Devices. - Containerized and deployed algorithms using Docker. - Provided technical guidance to team members in algorithms such as image classification and text detection and recognition (OCR).