HARIKUMARAN R D
Data Scientist - Advanced Analytics
Bangalore
Summary
A curious data scientist with 6 years of experience in both financial and healthcare industry. Highly enthusiastic about learning new skills and aiding businesses take informed decisions by asking the right questions and providing data driven solutions for complex business and research problems.
Overview
6
6
years of professional experience
4
4
years of post-secondary education
Work History
PnL Adjustments Monitoring (Anomaly Detection)
Societe Generale
09.2023 - Current
- Worked with multiple risk stakeholders to identify business requirements, develop quarterly roadmaps based on impact, effort and test coordinations
- Built an keyword-based algorithm by implementing topic modelling to identify relevant keywords for tagging comments with respective natures
- Used Cat-boost algorithm to identify anomalous comments with 99%+ accuracy
- Optimized business processes by building a dashboard that increased efficiency through detailed data analysis
- Helped risk team in setting up a data quality monitoring process to avoid operational risk for the bank
HR Analytics - Talent Retention
Societe Generale
10.2022 - 08.2023
- Identified key drivers of attrition by analyzing qualitative and quantitative data
- Built an XG-Boost classification model to predict employees that are at a flight risk of leaving
- Explained model prediction by designing nearest training neighbours methodology by identifying similar data points from respective training data set
- Helped HRBP's to have focused group discussion for their respective Business/Service units through data driven analysis
- Automated repetitive tasks using scripting languages such as Python, saving 90% of the analyst time on reporting process
Decision Scientist
MuSigma Inc.
08.2018 - 08.2021
- Lead a team of 4 analysts in a $2 Million engagement which provides analytics support for the R&D wing of various franchises of Medical devices segment of Fortune 100 healthcare companies in Health Economics and Outcomes research (HEOR) and Epidemiology using EMR, claims and HAD data
- Created visualizations of complex data sets for easy interpretation by non-technical stakeholders.
- Presented findings to stakeholders in a clear and concise manner, facilitating informed decision making
- Ran statistical analyses within software to process large datasets.
Education
Bachelor of Engineering - Electrical And Electronics Engineering
PSG COLLEGE OF TECHNOLOGY
Coimbatore, India 05.2015 - 05.2018
Bachelor of Engineering - Electrical And Electronics Enginnering
GOVERNMENT COLLEGE OF TECHNOLOGY
07.2014 - 05.2015
Skills
Logistic Regression
Decision Trees
Random Forest
Linear Regression
Natural Language Processing
GLM
R Programming
Python Programming
Tableau
SQL
Real World Evidence (RWE)
Health Economics Outcomes and Research (HEOR)
Orginitiatives
- Mentored 20+ MSU Trainees over a span of 2 years on Pharma industry- (80/100)
- Contributed to EoC to create Pharma ADFs, SQL and R Macros for Epidemiological concepts- (80/100)
Awards
- Client Award For Exceeding Expectations (03/2020, 07/2020, 12/2020) "For all of hard-work and dedication"
- Spot Award For Excellance, Mu Sigma Inc. (03/2020) "For taking up initiatives outside delivery work and handling projects which were challenging and iterative"
Publications
- Co-authored in 2 Manuscript publicaton
- Co-authored in a research paper published in IEEE
- Co-authored in 5 abstracts as Podium presentation in ISPE conference
- Co-authored in 6 abstracts as Poster presentation in ISPOR Conference
Timeline
PnL Adjustments Monitoring (Anomaly Detection)
Societe Generale
09.2023 - Current
HR Analytics - Talent Retention
Societe Generale
10.2022 - 08.2023
Decision Scientist
MuSigma Inc.
08.2018 - 08.2021
Bachelor of Engineering - Electrical And Electronics Engineering
PSG COLLEGE OF TECHNOLOGY
05.2015 - 05.2018
Bachelor of Engineering - Electrical And Electronics Enginnering
GOVERNMENT COLLEGE OF TECHNOLOGY
07.2014 - 05.2015