Summary
Overview
Work History
Education
Certification
Articles
Timeline
Receptionist
Deepanshu Vishwakarma

Deepanshu Vishwakarma

AI Engineer
Bengaluru

Summary

Experienced AI application developer with expertise in end-to-end product analysis, design, and implementation. Skilled in integrating diverse hardware and optimizing GPU/CPU performance, including PLCs, COBOTS, and industrial machinery. Proficient in creating comprehensive architectures and mock UI screens for feedback. Successfully achieved 100% automation using AI-powered cobots, robots, and conveyors, driving innovation and delivering value in industrial contexts through iterative refinement and close collaboration with cross-functional teams.

Overview

5
5
years of professional experience
5
5
years of post-secondary education
4
4
Certifications

Work History

Data Scientist-III

Lincode
11.2021 - Current
  • - Conducted thorough analysis to understand requirements and constraints, ensuring alignment with business goals and technical feasibility.
    - Designed the entire product architecture, including data flow and API contracts, to establish a robust foundation for the specialized Edge application.
    - Created mock UI screens to visualize the user interface and gather feedback, facilitating iterative design improvements.
    - Led the development process from conception to implementation, ensuring seamless integration of hardware and software components.
    - Implemented the designed architecture, leveraging Docker for flexible deployment and scalability both on-premises and in the cloud.
    - Integrated Kafka, InfluxDB, MongoDB, and Redis for real-time performance monitoring, enabling continual improvement and optimization.
    - Optimized GPU and CPU performance to support AI inferencing on distributed GPU systems, accommodating diverse camera hardware including Mobile, AR/VR Glasses, and industrial cams.
    - Evolved the application to Edge V2, expanding capabilities to include PLCs from Siemens and ABB, COBOTS, and industrial machinery integration.
    - Enhanced Edge V2 with automated workflows for data capture and inferencing, integrating various hardware such as conveyors, robots, and cobots.
    - Unified AI capabilities with shop floor operations, collaborating with leading hardware brands for seamless integration and functionality, ensuring a comprehensive Edge application experience.
  • Onsite Deployment:
    - Deployed complete edge solutions at NAL (Michigan, US) for real-time quality inspection.
    - Implemented automated cab body inspection at BMW (North Carolina, US).
    - Contributed to projects at Tata Boeing Aeronautics Limited (Hyderabad, India).
  • Remote Deployment:
    - Managed remote deployments at Tata Sikorsky Aeronautics Limited (Hyderabad, India), Schneider Electric (Kolkata), and Magna (Germany).
    - Implemented AI automation in sync with diverse hardware setups in human-free shop floor environments.


Sr. Computer Vision Engineer

MIrasys Inida
10.2020 - 11.2021
  • Spearheaded development and deployment of 20+ AI use cases across 5 Smart city projects in India.
  • Utilized Gstreamer for rapid startup and integrated OpenVINO and NVIDIA DeepStream for optimization and scaling.
  • Collaborated with INTEL and NVIDIA to enhance performance and scalability of AI solutions.
  • Implemented TensorFlow-based video summarization techniques for efficient data analysis.

Jr. Computer Vision Engineer

Sagar Defence Engineering
09.2019 - 09.2020
  • Prototyped hardware and software solutions for tracking, detection, and modeling, enhancing end-to-end reliability.
  • Developed video stabilization and pixel-based object tracking algorithms for real-time UAV and unmanned vessel feeds using Nvidia Jetson and Xavier devices.
  • Implemented a vision-based landing system for unmanned aircraft, ensuring precision and safety during landing operations.

Education

Master in Mechanical Design (21/30) Credits: Mechanical Engineering -

Wright State University- Ohio, US
08.2016 - 05.2018

Bachelor of Engineering Technology: Mechanical Engineering - undefined

Gitam-University Hyderabad
07.2013 - 05.2016

Certification

Machine Learning, ML- Advance Certification

Articles

https://vdeepvision.medium.com/

Timeline

Data Scientist-III

Lincode
11.2021 - Current

Sr. Computer Vision Engineer

MIrasys Inida
10.2020 - 11.2021

Jr. Computer Vision Engineer

Sagar Defence Engineering
09.2019 - 09.2020

Master in Mechanical Design (21/30) Credits: Mechanical Engineering -

Wright State University- Ohio, US
08.2016 - 05.2018

Bachelor of Engineering Technology: Mechanical Engineering - undefined

Gitam-University Hyderabad
07.2013 - 05.2016

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Deepanshu VishwakarmaAI Engineer