Summary
Overview
Work History
Education
Skills
Key Projects
Work Availability
Quote
Timeline
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Thirupathi  Radhakrishnan

Thirupathi Radhakrishnan

Lead Data Scientist
Bangalore

Summary

Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems. Detail-oriented team player with strong organizational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy.

Overview

11
11
years of professional experience
8
8
years of post-secondary education

Work History

Lead Data Scientist

Virtusa Consulting Services Pvt Limited
BAngalore
01.2023 - 04.2023
  • Worked with stakeholders to develop POCs, roadmaps based on impact, effort and test coordinations.
  • Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
  • Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
  • Created and implemented new forecasting models to increase company productivity.
  • Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
  • Applied statistical and algebraic techniques to interpret key points from gathered data.


Lead Data Scientist

MiraFra software technologies (p) ltd
Bangalore
10.2021 - 01.2023
  • Utilized predictive modeling, statistical tests, and data mining to determine insights on behavioral trends and develop strategic solutions.
  • Led a COE for a Data Analytics team of 7 members, providing operational and strategic support to fellow Data Scientists.
  • Created business opportunities in operational efficiency for a retirement organization.
  • Developed a Decision Tree and XGBoost model to predict fraud transactions with a recall rate of 93%.
  • Optimized the fraud transaction prediction model by incorporating alternate data sources, resulting in an improved performance of 93%.
  • Developed a model for a capital investment firm to identify the most promising companies for investment by utilizing multiple sources of high-dimensional data, applying best feature selection methods, and conducting data drift and model drift analyses to ensure good predictive power.
  • Drew and implemented data pipelines in big data and cloud environments to ensure access to the right data in a timely and cost-effective manner.
  • Worked closely with team members to conduct daily and weekly reviews of project timelines and technical development efficiency to facilitate successful project delivery.

Founder & Data Science Specialist

Tempworks services (P) ltd
Bangalore
08.2016 - 08.2021
  • Developed and implemented credit risk models for financial institutions using advanced techniques like Application scorecard, Alternative data, Reject inferencing, and Random Forest.
  • Led the creation of the organization's mission and vision statements, defined company roles and responsibilities, and developed key operational initiatives to drive substantial business growth.
  • Cultivated a forward-thinking, inclusive, and performance-driven company culture to lead industry innovations.
  • Spearheaded the design and development of a real-time recommendation engine to rank sales leads for up-sell opportunities.
  • Evaluated model performance using KS test and gini coefficient and utilized tools like Weight of Evidence (WOE) and Information Value (IV) to measure the separation of non-event and event for feature reduction.
  • Built and optimized credit card strategy algorithms, including churn prediction, CLI/CLD, and transactor/revolver classification.
  • Instituted Home Credit models to predict the reason for credit default in customer behaviors towards the company.
  • Worked with large datasets and cleaned data with Fine classing & Coarse classing, and reckoned the stability of models using the PSI index.
  • Led recruitment and development of strategic alliances to maximize utilization of existing talent and capabilities.

These 9 points showcase your expertise in a variety

Sr. Account Manager

Randstad India (p) Ltd
Bangalore
01.2014 - 05.2015
  • Cultivated productive relationships with business representatives and consulted closely to uncover needs and match to available solutions.
  • Delivered sales presentations and pitches to clients, upper management and junior sales associates for demonstration.
  • Closed business deals with partner businesses to increase teams gross profits by 32%.
  • Worked with customers to develop strategic business and account plans.

Branch Head-Staffing

GI Staffing services (P) Ltd
Bangalore
04.2012 - 01.2014
  • Increased overall annual sales [Number]% by incorporating several quality process improvements within branch.
  • Enhanced branch production rates by handling staff conflicts, evaluations, hiring, and termination processes and coaching employees on company protocol and payroll operations.
  • Interviewed and hired talented individuals with top-level strengths, improving organizational talent, and skill set.
  • Created strategies to develop and expand existing customer sales, resulting in increase in annual sales.

Education

PG Diploma in Software Development -Big Data - Big Data

IIIT Bangalore
Bangalore
05.2020 - 06.2022

PGP in AI & ML - Artificial Intelligence And Mchile Learning

University of Texas
Texas
05.2021 - 05.2022

Masters In International Business - International Business

Bharathiyar University
Coimbatore
08.2003 - 11.2005

BBA - Business Management

Bharathiyar University
Coimbatore
06.2000 - 07.2003

Skills

    Python

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Key Projects

  • Provided insights and solutions to control attrition rates of contract employees globally.
  • Improved productivity and efficiency of underwriting process and predicted customer segmentation for CLTV Credit Risk Modeling, including PD, LGD, and EAD to forecast potential defaulters and expected credit loss (ECL).
  • Developed a stable model for Application scorecard.
  • Led NPS (Net Promoter Score) optimization for a note-taking app.
  • Created a model for Fraud Analytics to verify incoming calls and prevent fraudulent activity.
  • Successfully enhanced team allocation for audits using forecasting algorithm for case volume projection.
  • Built a Generic scorecard for MSME (Logistic Regression) for the Indian MSME.
  • Prepared a Company Scoring Model to predict potential organizations for M&A.
  • Developed models for credit risk, anomaly detection, fraud detection, consumer/microfinance, scorecard development, and validation.

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

The human brain is an incredible pattern-matching machine.
Jeff Bezos

Timeline

Lead Data Scientist

Virtusa Consulting Services Pvt Limited
01.2023 - 04.2023

Lead Data Scientist

MiraFra software technologies (p) ltd
10.2021 - 01.2023

PGP in AI & ML - Artificial Intelligence And Mchile Learning

University of Texas
05.2021 - 05.2022

PG Diploma in Software Development -Big Data - Big Data

IIIT Bangalore
05.2020 - 06.2022

Founder & Data Science Specialist

Tempworks services (P) ltd
08.2016 - 08.2021

Sr. Account Manager

Randstad India (p) Ltd
01.2014 - 05.2015

Branch Head-Staffing

GI Staffing services (P) Ltd
04.2012 - 01.2014

Masters In International Business - International Business

Bharathiyar University
08.2003 - 11.2005

BBA - Business Management

Bharathiyar University
06.2000 - 07.2003
Thirupathi RadhakrishnanLead Data Scientist