NIRIKSHITH ARAMANETHALAGUR NAVEEN
Data lead
Summary
Data Lead | Strategic Innovator | Impactful Collaborator
A results-driven data leader experienced in driving business growth through innovative analytics solutions. Successfully led cross-functional teams, implemented advanced methodologies, and optimized operations. Expertise in RFM analysis, SKU recommendation, KPI implementation, and cross-functional collaboration. Proficient in Python, SQL, Tableau, and more. Passionate about volunteer work and community engagement.
Overview
12
12
years of professional experience
5
5
years of post-secondary education
Work History
Data Lead
Novelship
06.2022 - Current
- Managed team of data analysts and data engineers, ensuring efficient data operations and effective collaboration
- RFM analysis initiative, developed innovative framework to identify and segment champions and loyal user base
- This strategic approach contributed to significant reduction in churn rate by 32% YoY, fuelling customer retention and overall business performance
- SKU Recommendation: Implemented advanced item-item collaborative filtering methods
- Elevated efficiency of product discovery, allowing users to find desired items quickly and effortlessly
- Thus, improving CTR by 10% and CR by 8%
- Implemented key performance indicators (KPIs) that led to remarkable 40% increase in operations fulfillment rate and 20% reduction in operations costs
- Collaborated cross-functionally with marketing, operations, and technology teams to establish standardized data collection approach, promoting data consistency and accuracy.
Assistant manager
SHOPEE
11.2019 - 06.2022
- Successfully coached and lead a team of 10+ to unleash full potential and deliver stakeholder needs
- Defined and designed data analytics roadmap which includes tracking, organizing and developing high quality data marts and analytic solutions for sales, seller management and operations
- Defined and designed KPI metrics to track sales and revenue performance of seller portfolio and provide analytics driven solutions to meet the goals
- Designed and conducted multiple A/B tests to reduce cost of seller programs
Senior Associate
Shopee
11.2017 - 11.2019
- Familiarity with Hadoop architecture, Data processing through Hive, AWS environment (EMR, EC2) and overview on Stream processing tools like Apache Storm and Spark streaming
- Actively involved in voluntary works like Pulse Polio and Blood Donation in Rotary Club International, Conducted elementary classes in Mathematics and Science subjects for underprivileged students in Rotary School.2014, (Customer and Product Analytics)
- Liaised with researchers to combine quantitative and qualitative data and deliver actionable insights to improve customer experience
- Performed key driver analysis of detractors to pin point the issues faced by users thus, improve overall Net promoter score from 32 to 45
- Employed comments analysis, including text segmentation in multiple languages (English, Bahasa, Thai, Chinese), and sentiment analysis, which further contributed to the NPS improvement
- Tools used: Python SQL: Hive, Spark SQL, PostgreSQL, visualization: Data studio, Apache Superset
Intern (Research Assistant)
ADVANCED DIGITAL SCIENCE CENTRE
01.2017 - 07.2017
- Analyzed and interpreted crowd distribution pattern considering seasonality/trend/external factors on hourly basis using various forecast modelling techniques (regressive, moving average, exogenous) and Time series clustering
- Integrated model with front end mobile API to consume real time data and generate predictions
- Tools used to model: Python, DB: MySQL, visualization: Tableau.
Software Engineer
TRICON INFOTECH PRIVATE LIMITED
Bangalore
11.2014 - 08.2015
- Provided business solutions for “make to measure” section of ecommerce portal for apparel chain based in china
- Designed database for gathering data from business side to development side to satisfy business needs
- Extracted insights from consumer, sales data and provided adhoc analysis (sales forecast, website traffic and inflow).
Software Engineer
INFOSYS TECHNOLOGIES LIMITED
Bangalore
06.2011 - 09.2013
- Developed and maintained a code module of warehouse management for a fortune 500 client-retail chain
- Collaborated with testing team to resolve glitches in code delivered by development team
- Developed and maintained database connectivity module classes of code to maintain performance of the system
- Automated a report generation tool to fetch error product data and mail list to concerned parties directly, saving up to 5 hours of manual work weekly.
Education
Master of IT - Business - Analytics
SINGAPORE MANAGEMENT UNIVERSITY
Singapore 08.2015 - 05.2017
Bachelor of Engineering - Electrical and Electronics Engineering
Bangalore Institute of Technology
Bangalore 06.2008 - 05.2011
Skills
Python
SQL (Hive, Spark SQL, PostgreSQL)
Visualization (Tableau,Data studio, Apache Superset)
Database: Presto, Oracle 10g, MySQL, DB2(mainframe) and SAP DB
SAS JMP, SAS enterprise miner
Timeline
Data Lead
Novelship
06.2022 - Current
Assistant manager
SHOPEE
11.2019 - 06.2022
Senior Associate
Shopee
11.2017 - 11.2019
Intern (Research Assistant)
ADVANCED DIGITAL SCIENCE CENTRE
01.2017 - 07.2017
Master of IT - Business - Analytics
SINGAPORE MANAGEMENT UNIVERSITY
08.2015 - 05.2017
Software Engineer
TRICON INFOTECH PRIVATE LIMITED
11.2014 - 08.2015
Software Engineer
INFOSYS TECHNOLOGIES LIMITED
06.2011 - 09.2013
Bachelor of Engineering - Electrical and Electronics Engineering
Bangalore Institute of Technology
06.2008 - 05.2011