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Hi, I am Janki Makwana

Janki Makwana

Data Scientist at GlobalLogic UK&I

I am passionate Data Scientist. I have two years of working experience, the first being a Commercial Insights Analyst at Prime Video and the second as a Data Scientist within a graduate program at GlobalLogic UK&I.

AWS Certified Cloud Practitioner
SnowPro Certification
Python for Data Science
Leadership
Team Work
Hard Working

Skills

Experiences

1
GlobalLogic UK&I

Sept 2021 - Present, London

A digital product engineering company.

Associate Data Scientist

May 2022 - Present

  • Worked with AWS Greengrass and TinyML - Classification model
  • Worked with Snowflake and in particular Snowpark - using it for ML techniques
  • Created a web scraper for a client
  • AWS Sagemaker - used this to create NLP models (inclusive of sentiment analysis) , as well as classification models
  • Created a report that finds competitors of a NASDAQ 100 company and scrapes articles to find out the sentiment of those articles (tells the company how well or not well they are being perceived in the media in comparison to their competitors)
Associate Consultant

Sept 2021 - May 2022

  • This is a graduate program, in which we created an app at www.climatece.co.uk, it was called the Climate Cost Explorer
  • Worked as backend developer, mostly Python code. This also included using boto3 (AWS) and creating endpoints for frontend team to use
  • Used DynamoDB for quick database setup using YAML templates
  • Created forecast of carbon emission usage
  • Worked in a team with SCRUM methodology
  • Project was so wellreceived by all that we were encouraged to have a phase 2 - unfortunately there were blockers
  • Clients were asking about this project a lot - there was a lot of potential for business

Commercial Insights Intern
Amazon Prime Video

Sept 2019 - Aug 2020, London

Amazon Prime Video, or simply Prime Video, is an American subscription video on-demand over-the-top streaming and rental service of Amazon offered as a standalone service or as part of Amazon’s Prime subscription.

Responsibilities:
  • Optimised database clusters in Amazon Redshift
  • Used Amazon Quicksight to create dashboards for KPIs within Prime Video.
  • Learned about different machine learning models
  • Heavily used SQL to pull key data from different tables and did exploratory data analysis on the data to extract useful insights
2

3
QA Intern
Gamesys, a Bally's Corporation Company

Jul 2017 - Aug 2017, London

We are a leading international online gaming operator, well positioned strategically for future growth in an evolving global sector.

Responsibilities:
  • Testing the games, keeping a high level of attention to the small details in the game.
  • Learning how to use Jira to report the bugs happening within the game and rectifying bugs

Education

Computer Science and Mathematics, 2.1
Taken Courses
  • Computer Science and Mathematics Project
  • Advanced Artificial Intelligence Systems
  • Data Mining
  • Probability Theory
  • Linear Differential Equations
  • Enterprise Resource Planning Systems
  • Advanced Numerical Methods
  • Numerical Methods
  • AI Methods
  • Formal Languages and Theory of Computation
  • Computer Graphics
  • Mathematical Methods
  • Databases
  • Software Engineering
  • Linear Algebra
  • Object Oriented Programming
Extracurricular Activities
  • Final Year Project, COVID-19 Pandemic Data Analysis and Forecasting Using Machine Learning
  • Loughborough Environment and Ethics Committee (Events Coordinator)
  • Loughborough Veg Society Treasurer
College
Taken Courses
Course NameTotal CreditObtained Credit
MathematicsA
EconomicsB
Computer ScienceC
Further MathematicsA
The City of Leicester College
2010-2015
Secondary School Certificate
Taken Courses
Course NameTotal CreditObtained Credit
MathematicsA
English Literature / LanguageBB
Double ScienceAB
Further MathematicsA