Rajkumar Konderu
Luton,Central Bedfordshire
Summary
I am a Data Scientist with over 3+ years of experience with an excellent development, problem solving, and research skills in the area of image recognition and training the deep learning networks. I am eager to leverage my expertise in a new challenging role in the organization.
Jotter.ai, Data Scientist – Feb 2020 – April 2023
- Created an Annotation tool for checking end-to-end process using Python.
- Built Restful APIs using Flask and has good knowledge on Django.
- Worked on supermarket products detection and localization models.
- Worked on human tracking in supermarket.
- Built tools to automate processes such as Smart Annotation Tool, Active Learning Tool processes.
- Performed segmentation for human 3D SMPL (Skinned Multi-Person Linear Model) and able to create 3D objects for each of the part of the human body.
- Applied mathematical and algebraic techniques to create synthetic data set and for labeling data.
- Collected model images from diverse sources using selenium in Python.
- Depth sensors calibration for integrating cameras.
- Trained and handled team of around 30 people on developed tool to annotate training required data. Noticed production issues and coordinated accordingly for fixing those issues. As the product is new and unique, interacted with the clients and explained product and guidelines and also implemented their new requirements as new features.
- Applied different augmentation techniques to increase the training Data volume.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist
Jotter.ai
Hyderabad, India
02.2020 - 04.2023
JOVIRTUAL:
- Virtual Human Face Generation using Generative Adversarial Networks (GANs)and tweaking the generated model using online Existing Models (Style GAN, Style GAN2).
- Collected Data from various online sites using Selenium with Python.
- Improved the quality of a generated Fashion Model while checking different loss functions and modified as needed.
- Applied style modification such as hairstyle, footwear change to the generated Model.
- Worked on pose transformation on the generated Model.
- Generated more number of virtual faces by merging latent in different ratios and applied Face Detection and Face Alignment Algorithms to remove the faces similar to each other based on threshold Value.
- Created REST APIs using Flask to generate latent of the models.
- Built Docker for deployments.
JOSTUDIO:
- Using RestNet architecture designed and fine-tuned to optimize and segment the data.
- Used Auto Encoders and Decoders network for achieving high resolution of images according to
the clients need.
JOMART:
- Worked on object detection methods to detect objects in the supermarkets using Deep Learning
Models (YOLOV3). Applied NMS and IOU to increase accuracy of detection of object. - Able to detect and track a human in the store using YoloV3 techniques.
- Built Tools to automate processes such as Smart Annotation Tool, for Human Pose Tracking and Active Learning Tool process, predicts the position in the next frame based on the previous frames.
3D HUMAN:
- Created segmentation on the 3D human mesh generated from SMPL and separated meshes for each body part.
- Calculated intrinsic, extrinsic matrices for Intel real sensor camera, depth cameras to find the corresponding real world coordinate point values for image pixels.
Education
Master of Science - Management with Data Analytics
BPP University,London
UK 06/2022 - 05/2023
Bachelor of Science - Mechanical Engineering
JB Institute of Engineering and Technology
Hyderabad,India 08/2015 - 05/2019
Skills
- Data Science & Business analytics
- Machine Learning
- Deep Learning
- Neural Networks
- Computer Vision
- Natural Language Processing
- Python,
- MySQL
- Flask
- Django
- Docker
Certification
- Certified Machine Learning from Stanford University by Coursera.
https://www.coursera.org/account/accomplishments/certificate/2AYX3ELTTUBG - Certified Deep learning and neural networks from Stanford University by Coursera. https://www.coursera.org/account/accomplishments/certificate/B93EDZJYU6S4
Timeline
Data Scientist
Jotter.ai
02.2020 - 04.2023
Master of Science - Management with Data Analytics
BPP University,London
06/2022 - 05/2023
Bachelor of Science - Mechanical Engineering
JB Institute of Engineering and Technology
08/2015 - 05/2019
Similar Profiles
Lakshmi Narasaiah BodicherlaLakshmi Narasaiah Bodicherla
Software Development Engineer at Jotter.aiSoftware Development Engineer at Jotter.ai
Jerome HermanJerome Herman
Leaflet distributor at Andrien PageLeaflet distributor at Andrien Page
Ramanpreet KaurRamanpreet Kaur
Production Operative at Regina GocolProduction Operative at Regina Gocol