Aditya Narayanan
Summary
A dynamic Data Science and Analytics professional with 5 years of work experience, including nearly 4 years in Machine Learning Data at Amazon. Proficient in leveraging advanced tools and techniques such as Python for Data Science, SQL, and Tableau to extract actionable insights and drive data-informed decision-making. Expertise includes developing and deploying Regression Models, conducting Time Series Forecasting, and creating intuitive data visualizations to support strategic business objectives. Adept at solving complex business problems with a strong foundation in predictive analytics, statistical modeling, and data storytelling.
Overview
9
9
years of professional experience
1
1
year of post-secondary education
1
1
Certification
Work history
Consultant, Analytics
Toonz Media Group
, India
2025.01 - Current
Inside Sales Associate
Fresh Prints LLC
Hyderabad
2024.01 - 2024.04
Sr. Machine Learning Data Associate
AMAZON INDIA
Chennai, India
2019.04 - 2022.11
- Active role in improving Alexa N.L.U (Natural Language Understanding) through data assessment and analysis.
- Designed a process improvement tool which increased data processing speeds by 18% thereby improving process efficiency significantly.
- Handled end-to-end processes and related tools with expertise and used them to identify operational issues.
- Trained new hires on process tasks and provided feedback to the training team to customize training modules, when applicable.
- Mentored / trained multiple junior ML associates on an ongoing basis.
Implementation Engineer
AKIRA SOFTWARE SOLUTIONS PVT LTD
Trivandrum, India
2019.01 - 2019.03
Preparation
CAT 2018
2018.04 - 2018.10
Full-time preparation.
Graduate Trainee (Apprenticeship)
SILVERSTONE RUBBER PVT LTD
Trivandrum, India
2017.08 - 2018.02
R&D PROJECT INTERN
DEFENCE RESEARCH AND DEVELOPMENT ORGANISATION (DRDO)
Bengaluru, India
2017.01 - 2017.03
Education
PGP - Data Science and Business Analytics
Great Lakes Institute of Management
& The University of Texas /2023 - /2024
Certification - Strategic Management
Indian Institute of Management (I.I.M.B.x)
Bengaluru (via edX) 2021.06 - 2022.02
Bachelor of Engineering - Mechanical Engineering
Anna University
Chennai /2013 - /2017
Skills
Python for Data Science & Data Analysis
Tableau: Dashboard and report creation
Power BI:
SQL : Writing and optimizing complex queries,
Extracting, manipulating, and analyzing data
Predictive Modeling
Microsoft Excel
Regression modeling
Statistical modeling
Data Mining
Time Series Forecasting
Machine Learning Techniques
Mentoring
Leadership
Data Science Projects
Car Crash Analysis: Predictive Modelling
Skills and Tools used: Python for data science, Linear and Logistical regression, Linear discriminant analysis.
Forecasting of Wine sales: Time Series Forecasting
Skills and Tools used: Exploratory Data Analysis for Time Series Data, Exponential Smoothing Models, ARIMA/SARIMA Models, Moving Average Models.
Visualizing Insurance Claims using Tableau
Skills and Tools used: Business Intelligence, Tableau, Dashboard Designing
Statistical Methods for Decision Making
Skills and Tools used: Python, Descriptive Statistics, Exploratory Data Analysis, Framing an Analytics Problem
Analytics Domain Skills
Programming Languages: Python for Data Sci & Data analysis, SQL: MySQL
Visualization tools: Tableau, Power BI: Data Visualization: Dashboards, Reports creation.
Statistical Methods: Predictive Analysis, Hypothesis testing, P.C.A.
Machine Learning: Classification, Regression, Cluster Analysis, Decision Trees.
Microsoft: General Office, Advanced Excel.
Certification
- Grade A in Business English Certificate: Vantage Level, Cambridge University.
- Visualising Data with Excel, I.B.M
Timeline
Consultant, Analytics
Toonz Media Group
2025.01 - Current
Inside Sales Associate
Fresh Prints LLC
2024.01 - 2024.04
Certification - Strategic Management
Indian Institute of Management (I.I.M.B.x)
2021.06 - 2022.02
Sr. Machine Learning Data Associate
AMAZON INDIA
2019.04 - 2022.11
Implementation Engineer
AKIRA SOFTWARE SOLUTIONS PVT LTD
2019.01 - 2019.03
Preparation
CAT 2018
2018.04 - 2018.10
Graduate Trainee (Apprenticeship)
SILVERSTONE RUBBER PVT LTD
2017.08 - 2018.02
R&D PROJECT INTERN
DEFENCE RESEARCH AND DEVELOPMENT ORGANISATION (DRDO)
2017.01 - 2017.03
PGP - Data Science and Business Analytics
Great Lakes Institute of Management
/2023 - /2024
Bachelor of Engineering - Mechanical Engineering
Anna University
/2013 - /2017