Summary
Overview
Work History
Education
Skills
Certifications and Licenses
Timeline
Generic

Rohit Yadav

Windsor,Canada

Summary

I have three years of data analytics experience across Insurance, Telecommunication, and Education sectors. Skilled in collaborating with stakeholders, I create proprietary analytical solutions and develop robust machine learning algorithms for high-quality outputs. Currently open to opportunities in data science and machine learning.

Overview

4
4
years of professional experience

Work History

Machine Learning Engineer

1 Million Teachers
Windsor, Canada
01.2023 - 08.2023
  • The company empowers educators globally, creating lasting change by creating pathways to job satisfaction
  • I developed and deployed a machine learning-powered web application to extract reviews from company social media platforms. This involved automating the process of data preprocessing, modeling, segmenting them accordingly, and further visualizing the information in an understandable format for stakeholders.
  • The project saved company 95% of manual labeling time and approximately $50,000

Student Mentor - Machine Learning

St. Clair College
Windsor, Canada
05.2022 - 08.2022
  • The college's Data Analytics department equips students with industry-leading tools and technology in Data Science
  • I have assisted students in understanding foundational concepts in deep learning necessary for creating robust, high-performing, and impactful ML solutions
  • Furthermore, I have supported students in successfully completing their machine learning projects, resulting in improved leadership, collaboration, and time-management skills

Data Engineer

TEOCO Software
Gurgaon, India
09.2020 - 09.2021
  • The company provides software suite’s that delivers real-time insights, reducing operational costs and enhancing the network quality of carrier providers.
  • I've created, managed, and improved data pipelines for real-time data transmission, incorporating advanced quality checks and automated alerts.
  • Furthermore, I've managed data warehouses and promptly addressed data pipeline faults for continuous data flow from host servers. These efforts led to 100% client retention and a 30% decrease in data downtime.
  • I have also worked with the machine learning team to enhance pre-trained model performance, achieving a 6% accuracy boost.

Data Analyst

R1RCM Global Pvt Ltd
Gurgaon, India
07.2019 - 08.2020
  • The company is leading provider of technology-driven solutions that transform the patient experience and financial performance of healthcare providers.
  • I have analyzed insurance claims to identified common patterns, and denial trends to enhance claim resolution.
  • Furthermore, I have Developed and maintained Tableau dashboard’s and developed Python scripts to automate the process of data cleaning and EDA which reduced analysis time by 85%.

Education

Data Analytics for Business -

St. Clair College
Windsor, ON
06-2023

Computer Science & Engineering -

Ansal University
05.2019

Skills

Programming and Scripting: Python Scripting, SQL, R, C, Jupyter Lab, Visual Studio Code, R Studio, Excel, Git

Data Analytics and Machine Learning:

Regression, Classification, Clustering, Neural Networks, Transformer Architecture, Feature Engineering, NLP, NLTK, Pandas, Numpy, Matplotlib, Tensorflow, Graph API, Hierarchical Clustering, Transformers

Database and Data Management: MySQL, Microsoft SQL Server, AWS Kinesis Data Streams, Sagemaker, CloudWatch, SNS

Development Tools and Infrastructure: SDLC, Agile Methodologies, Git, Docker, AWS EC2, AWS ECR

Advanced Machine Learning Concepts: Derivatives, Loss Function, Gradient Descent, Regularization, Optimizers, Image Processing, ANN, CNN, RNN

Data Visualization and Business Intelligence: Tableau

Certifications and Licenses

  • AWS Certified Cloud Practitioner
  • AWS Certified Machine Learning Specialist
  • Google Certified Tensorflow Developer
  • Databricks Lakehouse Fundamentals

Timeline

Machine Learning Engineer

1 Million Teachers
01.2023 - 08.2023

Student Mentor - Machine Learning

St. Clair College
05.2022 - 08.2022

Data Engineer

TEOCO Software
09.2020 - 09.2021

Data Analyst

R1RCM Global Pvt Ltd
07.2019 - 08.2020

Data Analytics for Business -

St. Clair College

Computer Science & Engineering -

Ansal University
Rohit Yadav