JAY PRAKASH THAKUR

A Data Scientist, Software Developer & Researcher


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About Me

A Researcher & Developer having 6 years of Professional Experience with Solid knowledge in ​Data Science, Machine Learning , Deep Learning, Computer Vision and Applied Mathematics. Worked on different AI Solutions like 3D image classification/segmentation/generation and Integration & Development of APIs, exposing Microservices(REST). Extensive experience in development and user support. Skilled in debugging, analysis and problem solving in diverse technical environments. Highly motivated with a tendency to gravitate towards a challenging environment.

I have completed my BE in IT from RGPV, Bhopal, India. Currently pursuing MS in CS from University of Texas, Arlington.



Work Experience

Accenture Lab, Bangalore, India

  • Generative Design Assistant

    Transferred one object design to other using Neural Network. Studied and Implemented recent research papers like ​MeshCNN ​and ​PointNet ​for 3D classification and segmentation. Built GUI using AngularJs.

  • Theme Style Transfer

    Used Deep Learning models to convert ​Sketch to 3D ​and recommendations for similar 3D objects. Created API service using python flask and ​Developed UI using AngularJs.

  • Human Robotic Interface

    Built a ​multi channel communication ​feature of Robot. Used Dialogflow for voice UI and implemented using Jovo Framework.

Accenture Solutions, Bangalore, India

  • Billing System ​(​Client ​– Telstra)

    Created ​Node.js ​based ​REST API ​using ​Microservice ​architecture. Tested using ​Mocha ​and ​Chai ​& deployed on ​AWS​, used ​Bamboo ​for CI/CD.

  • Comcast ESP ​(​Client –​ Comcast)

    Migrated ​SOAP ​api services to ​REST API Microservice​s. Used ​Spring Boot ​for development and Tested using ​JUnit ​and ​Mockito​.

  • MQT ​(​Client ​– Nokia)

    Developed a web based application to generate Bids & Proposal quotations for clients.Created ability to save and generate quotations along any stage of quotation development.



My Skills

Few of the skills that I consider myself acquainted with, to serve the given opportunity are showcased here.



My Other Projects

Facial KeyPoint Detection

This project detects Facial Keypoints like eyes, nose, and mouth on a face, using computer vision techniques and deep learning architectures.

Deep Learning, Computer Vision, Python, Jupyter Notebook

Face Generation

This project is to generate new images of faces, using generative adversarial networks.

Computer Vision, Deep Learning, Python, Jupyter Notebook

Machine Translation

This project is to translate language. It accepts English text as input and return the French translation.

NLP, Deep Learning, Python, Jupyter Notebook

Behavioral Cloning

This Project is to clone driver behaviour. Using a simulator to steer a car around a track for data collection.

Deep Neural Network, CNN, Keras

Traffic Sign Classifier

This Project classifies traffic signs, using deep neural networks and convolutional neural networks.

Deep Neural Network, CNN

Lane Finding

This project is a software pipeline to identify the lane boundaries in a video.

Computer Vision, Deep Learning, Python

Fake News Classifier

This project is to detect a fake news.

Machine Learning, Deep Learning, Python, SkLearn, PyTorch



My Blogs

Titanic

This project is from Kaggle Competition. In this project, I explore titanic dataset & predict survival.

Kaggle Competition, Kaggle Notebook, Python, Machine Learning

Image Classifier on CIFER-10 Dataset

This is an Image Classifier Project. In this project, I have used CIFER-10 Dataset & done multiple experiments.

CNN, Image Classifier, CIFER-10, PyTorch,Python, Machine Learning


Concept of Overfitting

This project is to understand Overfitting. I have used polynomial linear regression to explain this.

Overfitting, Polynomial Linear Regression, Python, Machine Learning

Sentiment Analysis

This project is to predict sentiment of a movie review. I have used naive bayes algorithm to classify a review.

Naive Bayes, KFold, Python, Machine Learning

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Get in touch

  • +1 (682)407-1739
  • 113 Meadow Run Apt, Building 415, Arlington, Texas - 76013