Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic
MADHAV KARPUR

MADHAV KARPUR

Summary

Seeking a Data Science/Machine Learning Position
Highly skilled Technology Engineer with expertise in developing and implementing Industrial Vision Systems. Proficient in deep learning techniques, image processing algorithms, and computer vision applications. Strong background in designing and optimizing vision systems for industrial environments. Dedicated to delivering innovative solutions to enhance productivity and efficiency in manufacturing processes.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Technology Engineer

Pixtech Labs Pvt Ltd
09.2021 - Current
  • Developed segmentation and classification algorithms for defect detection using convolutional neural networks(CNN) for industrial applications.
  • Conducted performance evaluations, testing, and troubleshooting of vision systems to ensure robustness and reliability in real-world environments.
  • Collaborate with cross-functional teams to integrate machine vision systems with robotic platforms for automated inspection and assembly processes.
  • Strong collaboration and communication skills to work closely with technical leadership groups and drive best engineering practices.
  • Delivered innovative solutions utilizing leading-edge technologies such as Cognex VisionPro, VisionPro Deep Learning, and Photoneo 3D products."
  • Knowledge of different architectures beyond CNNs, such as Recurrent Neural Networks (RNNs) and Generative Adversarial Networks (GANs).
  • Strong understanding of the fundamentals of machine learning, both in academic and industry environments.
  • Strong problem-solving skills to intelligently identify and address issues in AI based systems.

Project Intern

Pixtech Labs Pvt Ltd
10.2020 - 08.2021
  • Building detection and classification models using Python, TensorFlow, Keras, scikit-learn to help auto-generate tags for visual assets.
  • Developed a deep learning based facial recognition system using CNN and implemented it at our team space.
  • Quality Inspection using AI Powered Defect Detection- Developed and implemented a deep learning-based defect detection system, using TensorFlow framework and Faster R-CNN.

Education

Master of Technology - Industrial Automation And Robotics

The National Institute of Engineering
Mysore, India
07.2021

Skills

  • Machine Learning : Deep learning, Transfer learning, Classification, CNNs
  • Image Processing: Object Detection, Pattern Recognition, Feature Extraction, Kernels
  • Languages : Python, C#
  • Frameworks/Applications : TensorFlow, Pandas, Keras, OpenCV

Certification

  • Neural Networks and Deep Learning - DeepLearning.AI
  • PGCP in Data Science and Machine Learning - Manipal Institute of Technology (*Pursuing - June 2024)
  • Cognex Certified Vision Professional.

Timeline

Technology Engineer

Pixtech Labs Pvt Ltd
09.2021 - Current

Project Intern

Pixtech Labs Pvt Ltd
10.2020 - 08.2021

Master of Technology - Industrial Automation And Robotics

The National Institute of Engineering

Similar Profiles

CREATE PROFILE
MADHAV KARPUR