Summary
Overview
Work History
Education
Skills
Accomplishments
Interests
References
Timeline
Generic

Chaitanya Lukka

Computer Vision And Machine Learning Engineer
Vijayawada

Summary

  • Highly-skilled Machine learning professional bringing more than 8.5 years in software design, development of ML models and integration.
  • Advanced knowledge of Computer Vision and Python Programming.
  • Quickly masters new software packages and hardware technologies.
  • Possesses a diverse experience in collating & analyzing data, enhancing existing models, and revamping business processes as part of providing compelling value to key clients.
  • Proficient in collaborating with teams of high-performing professionals for developing ML frameworks and solutions for slashing costs |& optimizing time for catapulting business growth.

Overview

9
9
years of professional experience
4
4
years of post-secondary education
3
3
Languages

Work History

Senior Machine Learning Engineer (Remote)

Graymatics Inc.
Singapore
12.2021 - Current
  • Rebars dimensions detection using a depth camera for construction progress monitoring with less than 3mm accuracy.
  • Overlapped rebar detection with pointcloud data processing using PCL and Open3D.
  • Indoor object detection and dimension estimation using a 2D image used for the cost estimation for the moving company.
  • Performed tests of prototypes and final products.
  • Analyzed problems to develop solutions involving computer hardware and software and completed reviews of codes, requirements and project plans.

Senior Computer Vision Engineer

Authentic Vision GmbH
Salzburg
10.2019 - 11.2021
  • Delivered Presentation attacks detection solution on the security label to verify whether the input image is an actual holographic label or an image or from a video with 92% accuracy for a leading Bank in Austria.
  • Anomaly detection of video frames using Random forests and One-Class SVM using a scan of the Holographic Fingerprint security label that connect physical products to the digital world.
  • Built an automatic Image quality assessment tool based metrics like blurriness, overexposure or underexposure.
  • Designed and implemented scalable applications for data extraction and analysis.
  • Video frames classifications using a Softmax classifier on the latent layer of a custom Convolutional Autoencoder network and Mesonet architecture.
  • Conducted research, gathered information from multiple sources and presented results.

Research and Development Engineer

Kyoto Robotics Corporation
Tokyo
05.2018 - 08.2019
  • Worked on piece-picking and case-picking robotic warehouse automation solutions.
  • Single-handedly delivered pallet type classification for Hitachi Corp. with 100% accuracy.
  • Deployed instance segmentation POC for the piece-picking robot using Mask R-CNN and automatically generated training data for the grocery objects and converted them to COCO format.
  • Collaborated with the mechanical team for placing pose estimated based on object dimensions for optimized space utilization.
  • Generated data models and performed analysis to produce reports outlining results and worked both independently and collaboratively in fast-paced laboratory environment.

Image Processing Consultant

SenseHawk
Bengaluru
01.2017 - 05.2018
  • Delivered a solution to detect the faulty solar panels for the India's biggest solar power company using Drone based surveys and OpenCV.
  • Identified faulty Solar Panels using thermal cameras attached to the drones and analyzing the loss in the power generation.
  • Dust level detection and analysis on the Solar Panels.
  • Developed the next generation integration platform for internal applications.
  • Created plans and communicated deadlines to complete projects on time and exceeded goals through effective task prioritization and great work ethic.

Software Development Engineer

First Show Tekzenit
Hyderabad
02.2016 - 01.2017
  • Developed an AR application for an Indian movie Marketing using OpenCV eye classifier.
  • Strengthened developmental methodologies by introducing a code quality document.
  • Modified existing software to correct errors, adapt to new hardware and improve performance.
  • Worked closely with clients to establish problem specifications and system designs.
  • Identified and suggested new technologies and tools for enhancing product value and increasing team productivity.
  • Translated customer requirements into written use cases.

Full Stack Engineer

Slave Technologies
Hyderabad
06.2013 - 10.2015
  • Worked for the client Cyber Crimes, Govt. of India.
  • Delivered a crime report analysis tool that is used to save 500 manhours every month.
  • Recommended architectural improvements, design solutions and integration solutions and independently designed and executed company catalog for infrastructure support and development.
  • Consistently met deadlines and requirements for all production work orders.

Outsourced Intern

AP State Intelligence Department
Hyderabad
03.2012 - 05.2012
  • Classification of Images based on sensor fingerprint.
  • Used PRNU pattern noise to classify different camera makes and models.

Education

Master of Science - Information Systems

BITS-Pilani
Hyderabad
05.2008 - 05.2012

Skills

    Python

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Accomplishments

  • Applied for Provisional Patent in the field of Image Processing:
  • Title: Facial Mood analysis and its application in the field of Online marketing– (2363/CHE/2011)
  • Studied on free sponsored education from 8th- 12th Standard.

Interests

Drawing and painting

Badminton

References

  • Mr. Thomas Weiss,

Chief Executive Officer,

Authentic Vision GmbH,

Ludwig-Bieringer-Platz 1,

5071 Himmelreich, Salzburg

Austria.


  • Mr. Gang Xu,

Chief Executive Officer,

Kyoto Robotics Corporation,

FeriE MinamiKusatsu 4F 1-15-5 Noji,

Kusatsu-shi, Shiga-ken

525-0059 Japan.


  • Mr. U Ram Mohan Rao,

Superintendent of Police,

Cyber Crimes,

Crime Investigation Dept.,

Govt. of Telangana, India.


  • Prof. Chittanrajan Hota,

Head of Computer Sciences,

Birla Institute of Technology & Science-Pilani, HYD

Telangana, India.


Timeline

Senior Machine Learning Engineer (Remote)

Graymatics Inc.
12.2021 - Current

Senior Computer Vision Engineer

Authentic Vision GmbH
10.2019 - 11.2021

Research and Development Engineer

Kyoto Robotics Corporation
05.2018 - 08.2019

Image Processing Consultant

SenseHawk
01.2017 - 05.2018

Software Development Engineer

First Show Tekzenit
02.2016 - 01.2017

Full Stack Engineer

Slave Technologies
06.2013 - 10.2015

Outsourced Intern

AP State Intelligence Department
03.2012 - 05.2012

Master of Science - Information Systems

BITS-Pilani
05.2008 - 05.2012

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Chaitanya LukkaComputer Vision And Machine Learning Engineer