Varun Tyagi
@varuntyagi
Data Scientist at Ecom Express
Gurugram, IN
Varun Tyagi is a Data Science Professional with over 4 years of experience. He specializes in developing end-to-end machine learning solutions, including NLP classification, forecasting, clustering, and image classification. His expertise covers Python, Deep Learning, and various cloud and data tools.
Experience
Data Scientist
Ecom Express
In my current Role and Responsibilities, I mainly working with Data Wrangling, Data Cleaning, Machine Learning and Deep Learning Techniques using Python and Spark, Techniques like Linear Regression, Logistic Regression, Decision Tree, Boosting, Clustering, CNN Models, NLP(word embedding, RNN, LSTM, Transformers). Built End to End model based pipeline for Classifying Goods as DG or Non-DG. Built the Face Fraud model for Classifying the image as Real Face or Fraud Image. Build End to End pipeline to Classify the last mile DC location of the Shipment at Manifestation time. Worked on forecasting model for workforce planning using Weight Average, Moving Average, LightGBM. Analysing Historical Data to compute optimal locations for facilities.
Data Scientist
FUTECH INTERNET PRIVATE LIMITED(Z1 MEDIA)
Worked on Time series data analysis problems. Worked on, how to extract key insights from time series dataset.(Ex: Revenue dataset etc). Design and Developed ETL for Server to Google cloud Transformation and vice-versa.
Software Engineer
CHARPIXEL TECHNOLOGIES
Design and Developed the tool to Integrate data from multiple sources like SQL database, Excel filed, CSV filed to Create a consolidated Model for analysing and creating reports. Created Django projects for different use cases. Worked on Creating Dashboard over Power BI platform.
Education
IIT(ISM) Dhanbad
M.Tech in ECE
ECE
UPTU
B.Tech in ECE
ECE