Summary
Overview
Work History
Education
Skills
Projects
Certification
Timeline
Generic

Aviral Sharma

Data Scientist
Indore,India

Summary

Data Scientist Data is always true! Use data's true potential to solve your company's problems. These days, information is like a gold mine. Data is the engine powering practically all judgment call in the fourth uprisings of IOT and AI. Therefore, while making important decisions, it is the wisest and safest option to choose. I'm Aviral, a data scientist who is dedicated with using technology to solve issues. Experienced working as a Data Scientist at Sumeru Inc for 1+ year and 1.2 months of working experience in Awign as a Data Intern, I contributed in making a huge impact with the help of data driven decisions.

Overview

2
2
years of professional experience
4
4
years of post-secondary education
3
3
Certifications

Work History

Jr Data Scientist

Sumeru Inc
Indore
01.2022 - Current
  • Converted data into actionable insights by using various data analysis techniques like predicting, modelling for clients like Dig, Snagajob, Kinside, Granicus
  • Executed a complete setup for Tableau on server for a client ingesting data from various sources to dashboarding as per stakeholder's requirements
  • Developed Data Analysis models using various methods like cluster & cohort analysis, data mining as per business problems
  • Used Data visualization and reporting using tools like Datorama, Tableau, PowerBI , Looker , Google Data Analytics to create interactive dashboards and share it across all relevant verticals and stakeholders
  • Designed and executed various solutions that required predictive, supervised and Deep learning models
  • Implemented end to end solutions from data integration, EDA/analytics, data modeling, warehousing to model building and deployment
  • Extensive experience from statistical analysis of data, model building to deployment and maintenance in cloud
  • Designed various solutions for several clients who require data driven solutions to leverage data for better business insights and decision making
  • worked with various data sources, data preparation and analysis, creating dashboards to allow end users to seek answers to business question

Data Intern

Awign
11.2020 - 12.2021
  • Analyze the post data that the Moj Team has uploaded using the major Moj tools
  • Sort the post's id into different categories based on its tags and QC it

Intern

The Sparks Foundation, ComputerVision
06.2021 - 07.2021
  • Written code to collect,crunch and analyze image from external sources
  • Build machine learning model (K means) which identify color of different images

Education

Master of Science - Data Science & Analytics

DAVV
Indore
10.2020 - 03.2022

Bachelor of Science - Computer Science

IPS Academy
Indore
01.2017 - 01.2020

Skills

    Data Mining - DBMS,SQL, ETL,MySQL, NoSQL, MondoDB

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Projects

  • Create a collaborative approach, user-centric product recommendation system from e commerce data of client website , with the help of the Scikit Learn package, then publish it using the Streamlit library and deploy it on Heroku cloud
  • Builds algorithms to identify meaningful structure in client large pool of user data (2.5B data points and growing). extracting and discovering meaningful patterns and structures in the data developed several data patterns/trends from client unified data from multiple sources (content consumption, e-commerce transactions, mobility, etc.) required 30% data engineering (ETL/ELT) and 70% data munging/mining
  • Complex JSON data extracted and converted into csv/xlsx format building scripts that would convert each template into clean csv/xlsx. Strong script written in core Python and then make a scraping model for the client where client can select any Json template from 170 options and obtain the Csv data as well as the Python script for that specific template. A download option is also provided for both the Csv and the Python script. Streamlit library is used to create and distribute the model.
  • Created Dashboard in looker/Google Data Analytics by connect datastrem(salesforce via supermatrics) this dashboard aims at Analyzing KPI , Goals , Leads , Conversions that helps client to understand the Yeary Insight(Right custom Queries for created custom Fields and Measurement)
  • Created a sales performance dashboard using Power BI to identify the alternative revenue customers and cut the overall production cost by 10%.Identified opportunities to improve internal processes and develop analytical solutions.
  • Marketing Intelligence Dashboard in Datoram ,client wants all marketing data into single dashboard (Datastream used - Twitter, LinkedIn ,Google and Instagram), This dashboard aims at analyzing the different levels of the marketing efforts, from the top channels, top campaigns, topcreatives, to find the useful insights.

Certification

Machine Learning & Deep Learning by Inueron (https://learn.ineuron.ai/certificate/d34d5cdb-6390-4103-b067-a674a9eb44c4)

Timeline

Machine Learning & Deep Learning by Inueron (https://learn.ineuron.ai/certificate/d34d5cdb-6390-4103-b067-a674a9eb44c4)

05-2022

Python for HackeRank (Https://www.hackerrank.com/certificates/a7f6846fcb9a)

04-2022

Jr Data Scientist

Sumeru Inc
01.2022 - Current

A to Z Python for Data Science (https://www.udemy.com/certificate/UC-f7680c57-5b91-4164-84b3-24ce5679643c/)

08-2021

Intern

The Sparks Foundation, ComputerVision
06.2021 - 07.2021

Data Intern

Awign
11.2020 - 12.2021

Master of Science - Data Science & Analytics

DAVV
10.2020 - 03.2022

Bachelor of Science - Computer Science

IPS Academy
01.2017 - 01.2020
Aviral SharmaData Scientist