Vaibhav B
ML ENGINEER Preferred Title
$20.00 /hr $ 120.0K /yr Hourly Rate and Yearly Salary
Overview
Basic Summary
LD Talent History - Average Count of Messages/Day 0.3
- Project Completion Rate 2/4
- Interview Acceptance Rate 4/6
- Timezone Overlap 0h PST, 25h UTC
- Desktop Linux
- Phone Android
- Tablet iPad
- Member Since Dec 02, 2019
- Profile Last Updated Oct 06, 2020
- Last Activity Nov. 25, 2020, 5:19 p.m. UTC
- Location India
Profile Summary
I am a Data Scientist, with almost 3 years industry experience of working into Machine Learning , Deep Learning, AI and Analytics. I am proficient in Software Development, Machine Learning and AI. With an ability to assimilate new research & technologies, I have expertise in systems based around python. I am looking for new opportunities in the field of ML and AI while working on various research ideas and implementing them.
Skills
Total Experience: 2+ years
Python (2E, 2Y)
2 experiences, across 2 yearsComputer vision (2E, 2Y)
2 experiences, across 2 yearsC++
Tensorflow
Deep learning
Jupyter (2Y)
2 years of experienceData Science (2Y)
2 years of experiencescikit-learn (2Y)
2 years of experienceLinux (2Y)
2 years of experienceNoSQL
Firebase
Android native app development
Flask
AWS
PyTorch
Weekly Availability
Timezone Overlap with 06 - 21 per Week: 0h PST, 25h UTC
Day
Monday
Tuesday
Wednesday
Thursday
Friday
UTC
07 - 12
07 - 12
07 - 12
07 - 12
07 - 12
PST
00 - 05
00 - 05
00 - 05
00 - 05
00 - 05
Vetting
- Expert Qualities
- System Administration
Experience
Software Developer
Employment
Jan 2020 - Jan 2020
stylex.ai Company
Arts and Entertainment Industry
Project: Computer Vision : Style Transfer
- This is a research project into AI and Computer Vision using latest research with GAN to build a Style Tranfer Neural Network into Arts and Entertainment Industry
- Using a huge High Resolution Image Dataset for Image Segmentation Task
- Implementing the ideas from GAN research into a custom Neural Network with inputs from segmentation model, to produce perceptually appealing and outputs
- Used Pytorch and its other APIs to train and deploy the model with Flask and NginX
- Deployed the system and backend setup on AWS EC2 for application server with AWS RDS support for image database and AWS S3 for storage support
Software Developer
Employment
Sep 2018 - Mar 2019
EXL Services` Company
Finance Industry
Project: Claim Denial Prediction
- Build a classification model to predict medical claim denial for medical Insurer. Turned into positive rating for our client (Insurer) and positive dollar savings
- This was data analytics and data science project with objective to find insights into end-to-end claim process
- A very through EDA on the data available on the datawarehouse (Hive and SQL) was the key to success in this project
- Used Python and Jupyter for EDA. PySpark Hive and SQL to interact with Datawarehouse. Trained a classifiaction model using RandomForest from scikit-learn
- Deployed machine learning model into a Linux based production server
Software Developer
Employment
Jan 2018 - Sep 2018
Capgemini Company
Media and Communication Industry
Project: HandGesture Recognition
- This was a POc back when tensorflow was just a project. We were building our AI capability to showcase it to clients and my prior experience into Machine Laerning gave me an edge to build a NN Model
- Used Tensorflow with its python api on GPU with cuda 8 and C++ libraries. Used COCO API pre-trained Network to train a custom Object Detector
- Studied Deep Learning, Computer Vision and Neural Networks research paper to implement a real time object detection system
- Used OpenCV's Python API to interact with the Video Camera
Software Developer
Employment
Sep 2017 - Dec 2017
Capgemini Company
Food and Agriculture Industry
Project: Android App
- Build a simple andorid app for a Big US client from Agriculture Industry.
- It was a Android native app development with firebase NoSQL DB support
Qualifications
Education
Indian Institute of Technology, Kanpur
Jul 2013 - Jun 2017
B.Tech (Civil Engineering)