Summary
Overview
Work History
Education
Skills
Certification
Timeline
Kaggle Projects or Competitions
Courses
Interests
Work Availability
Quote
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VISHAL WAGHMARE

VISHAL WAGHMARE

Data Scientist
Chandrapur, Maharashtra

Summary

Machine Learning Engineer with an experience of 3+ years in building ML/DL models & deploying them on GCP using CI/CD tools.

Solved numerous business problems using AI and Statistical tools/Quantitative analysis.

Motivated in working around Deep Learning & ML Operations and looking forward to utilizing the skills towards organization's growth.

Overview

3
3
years of professional experience
4
4
years of post-secondary education
4
4
Certificates

Work History

Data Scientist

Foundation AI
Hyderabad
11.2021 - Current
  • Performed key-value pair extractions from unstructured documents obtaining 91% exact match accuracy using RoBERTa Question Answering model provided by HuggingFace
  • Worked on classification of client emails into 18 business classes with 88% accuracy using XgBoost Classifier
  • Currently building model which can select best possible answer for question, from given set of answer choices, using Tensorflow 2.0
  • Used morphological elements for image pre-processing, obtaining contours & table grid for tabular text extractions which continued as generic tabular extractor across company's projects

Data Scientist

Mirafra Software Technologies
Bengaluru
05.2021 - 10.2021
  • Built face detection model using YoloV5 and Quantized it for size and latency optimization using Pytorch
  • Developed flight ticket booking chatbot for POC using RASAv2 framework, capable of providing Amadeus API based real-time flight ticket previews, integrated and authorized under Flask rendered UI, and containerized it

Machine Learning Engineer

Quantiphi Analytics
Mumbai
05.2019 - 12.2020
  • Built TMDB Movie Recommendation system using TF-IDF and Gensim’s Doc2Vec embeddings
  • Performed EDA and deployed patient arrival status prediction web App for dental support organization using Google App Engine and Cloud build

Education

Bachelor of Technology - Civil Engineering

INDIAN INSTITUTE OF TECHNOLOGY KANPUR
Kanpur
07.2015 - 04.2019

12th -

BJM Carmel Academy
Chandrapur, MH
07.2014 - 06.2015

10th -

St. Michael's English School
Chandrapur, MH
06.2012 - 05.2013

Skills

Python, Numpy, Pandas, C, OOP, Regex

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Certification

Google’s Associate Cloud Engineer Certification

Timeline

AWS Machine Learning by Udemy (Ongoing)

09-2022

Data Scientist

Foundation AI
11.2021 - Current

Data Scientist

Mirafra Software Technologies
05.2021 - 10.2021

Fundamentals of Accelerated data science using Rapids

10-2020

Google’s Associate Cloud Engineer Certification

10-2019

Intro To Tensorflow by Coursera

07-2019

Machine Learning Engineer

Quantiphi Analytics
05.2019 - 12.2020

Bachelor of Technology - Civil Engineering

INDIAN INSTITUTE OF TECHNOLOGY KANPUR
07.2015 - 04.2019

12th -

BJM Carmel Academy
07.2014 - 06.2015

10th -

St. Michael's English School
06.2012 - 05.2013

Kaggle Projects or Competitions

● Achieved top 4% performance on Titanic dataset by building Random Forest Classifier with 84% val accuracy and 80% test accuracy on passenger survival status prediction

● Built a House price predictions regression model with test RMSE 0.14 (top 2000), trained on a given dataset having 80 columns, using XGBoost Regressor

● Fine-tuned Spacy3’s NER model to build Sentiment text extraction models with the accuracy of 70% and 86% for +ve and -ve sentiment models respectively

Courses

● Fundamentals of Computing

● Applied Probability and Statistics
● Data Mining

Interests

Chess

Badminton

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

Life is a jouney in the search of anwers which are difficult to find out
Vishal Waghmare
VISHAL WAGHMAREData Scientist