Summary
Overview
Work History
Education
Skills
Certification
Additional Information
Work Availability
Timeline
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Rohit Lingade

Rohit Lingade

Specialist Programmer
Pune,India

Summary

Enthusiastic Data Scientist/ Data Analyst eager to contribute to team success through hard work, attention to detail and excellent organizational skills. Clear understanding of EDA and ML and training in Big Data and Machine Learning. Motivated to learn, grow and excel in organization.

Overview

4
4
years of professional experience
6
6
years of post-secondary education
3
3
Certificates
2
2
Languages

Work History

Specialist Programmer

Infosys Ltd.
Hyderabad, India
07.2021 - Current
  • Building Experimentation Platform (Hypothesis Testing Platform)
    Responsibilities: Worked as a Data Engineer and also build APIs with flask to build pipeline for Statistical Testing for retail chain. Build and deployed Flask APIs for displaying the data on UI from Postgres and BigQuery.
    Technology Involved : Pyspark, Big Query, Flask API, Git etc
  • Wait Time Prediction
    Responsibilities: Working as a data engineer for retail project. Responsibilities are to develop code for
    data processing with Pyspark and create, maintain the pipeline using AWS services like EMR and for logs CloudWatch.
    Technology Involved : Pyspark, Git, EMR, CloudWatch etc
  • Solar Use Case – Quantifying Soiling Losses
    Responsibilities: Working on Quantifying Soiling Losses for Solar use case to estimate the losses in solar use case particularly Soiling Losses as these losses are not quantified yet by the team using historical data with Stochastic Rate and Recovery Model referring paper ‘Quantifying Soiling Loss Directly From PV Yield’ as a part of EDA.
    Technology Involved : Python, Pyspark, MySQL DB, SQL, Theil-Sen Method
  • Demand Forecasting
    Responsibilities: Worked on project to build demand forecasting solution by considering the weather and campus conditions. We have compared the ARIMA, Prophet, LSTM models to come to conclusion for best model. In this project, we developed the Demand Forecasting Model (Time Series Forecasting)and Prophet comes out to be the best model as of now and considered MAPE as performance metric and Aggregated the result data in the required format by Product side and stored it in COSMOS DB to be accessed by UI team.
    Technology Involved : Python, XGBoost pipeline (Regression), Pyspark, ADLS, COSMOS DB

Test Engineer

Infosys Ltd.
Hyderabad, India
08.2019 - 06.2021
  • Developed and executed comprehensive test plans and workforce breakdown structures for complete systems.
  • Tested hardware and software within tightly controlled sandbox environment prior to release to production.
  • Reviewed test plans and procedures for adequate coverage of system requirements.
  • Communicated strategies and results with stakeholders, digital operators and testers.

Education

MTech - Production Engineering

Walchand College of Engineering
Sangli
08.2017 - 07.2019

BE - Mechanical Engineering

PVG's COET
Pune
08.2012 - 05.2016

Skills

Python

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Certification

Microsoft Certified Azure Data Scientist Associate

Additional Information

Wafer Fault Detection :

The inputs of various sensors for different wafers have been provided. In electronics, a wafer (also called a slice or substrate) is a thin slice of semiconductor used for the fabrication of integrated circuits. The goal is to build a machine learning model which predicts whether a wafer needs to be replaced or not (whether it is working or not) based on the inputs from various sensors.

FlipKart Review Scrapping Project :

Created a tool to scrap the reviews from FlipKart for a particular product using Python, Flask and HTML, CSS for UI.

This project is deployed on Heroku and AWS.

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline

Microsoft Certified Azure Data Scientist Associate

12-2024

Specialist Programmer

Infosys Ltd.
07.2021 - Current

Test Engineer

Infosys Ltd.
08.2019 - 06.2021

MTech - Production Engineering

Walchand College of Engineering
08.2017 - 07.2019

BE - Mechanical Engineering

PVG's COET
08.2012 - 05.2016

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Rohit LingadeSpecialist Programmer