Summary
Overview
Work History
Education
Skills
Projects
Accomplishments
Timeline

TILAK K R

Bengaluru

Summary

Data-driven analyst with a background in identifying data discrepancies and developing solutions. Possess strong analytical skills, knowledge of statistical software and ability to interpret complex datasets. Have successfully organized and cleaned data sets for optimized use, demonstrating keen understanding of diverse data analysis methodologies. Made significant impact by providing insightful, actionable reports based on thorough research and examination of organizational data trends

Overview

1
1
year of professional experience

Work History

Fraud Analytics

Slice
Bengaluru
12.2024 - Current
  • Earned recognition as 'Shooting Star' for enhancing alert systems to combat distribution, limit abuse, and first-party fraud, reducing fraud incidents.
  • Developed data-driven fraud prevention strategies using SQL, uncovering trends from large datasets, enhancing financial risk management, and improving detection accuracy.
  • Reduced RBI and NPCI reporting TAT by 48%.
  • Implemented alternative variables and qualitative analysis, resulting in a 32% reduction in false positives in the early warning system.
  • Optimized alerts and flagging systems to tag onboarding fraud to increase efficacy by more than 23%.
  • Performed ad-hoc queries using SQL language in order to extract relevant information from databases.

Summer Internship - Forensic Analytics

Grant Thornton
Gurugram
05.2024 - 07.2024
  • Utilized sophisticated trend analysis and anomaly detection techniques to uncover high-risk transactional patterns and embezzlement schemes for a Fortune 500 company, improving fraud detection efficacy and financial risk management.
  • Identified areas for improvement, narrowing focus for decision-makers in making necessary changes.

Education

M.sc - Finance and Analytics

Christ Deemed To Be University, Bengaluru
05-2025

B.Com - Finance and Accountancy

Christ Deemed To Be University, Bengaluru
07-2020

Skills

  • Python
  • Power BI
  • Tableau
  • SQL
  • Hadoop
  • Pyspark
  • Mixpanel analysis
  • Anomaly detection
  • Machine learning (Scikit-learn): regression, K-means, decision tree, and isolation forest
  • Time series analysis
  • Advanced Excel
  • Natural language processing
  • Data storytelling

Projects

Alternative analysis on the financial market

  • Uses a logical structure from Benford’s Law of numbers
  • Defines stock prices as fair value or manipulated value using Python

Python project for price prediction of stocks and options

  • Designed to predict stock prices using the binomial model, random forest, and regression models

Accomplishments

Data Analysis Case Competition Winners

St. Stephen's College, Delhi

Data analytics Case Competition organised by the Computer Science Society

DataVerse Winners

Shri Ram College of Commerce (SRCC)

Data science fest

Timeline

Fraud Analytics - Slice
12.2024 - Current
Summer Internship - Forensic Analytics - Grant Thornton
05.2024 - 07.2024
Christ Deemed To Be University - M.sc, Finance and Analytics
Christ Deemed To Be University - B.Com, Finance and Accountancy

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