CHESS
Tarun Reddy
Bengaluru,KA
Summary
Experienced with leveraging data analysis to inform business decisions and optimize processes. Utilizes critical thinking to identify inefficiencies and recommend practical solutions. Track record of collaborating with cross-functional teams to achieve project goals and enhance operational performance.
Overview
1
1
years of professional experience
1
1
Certification
Work History
Data Analyst
Vivriti Capital
05.2024 - Current
- Developed automated credit risk assessment framework for 7 lending partners, processing 100,000+ bureau reports over 12-month period with 40% reduction in assessment time through systematic parameter mapping
- Architected end-to-end data pipeline processing 13,000 client profiles with automated extraction of rating data, charges, shareholding patterns, and financial metrics, reducing manual processing time by 70% through AWS S3 and Redshift integration
- Engineered Flask-based industry monitoring platform with Airflow DAGs processing 200+ articles weekly, achieving 85% reduction in manual tracking through automated scraping and Teams alerts for 50+ stakeholders across energy and fertilizer sectors
- Deployed advanced financial analytics platform using Python (Streamlit, OCR, transformers) to automate stock statement processing for 40+ institutional clients, reducing analysis time by 90% and achieving 85% accuracy in automated data extraction from complex financial documents
Data Analyst Intern
Vivriti Capital
04.2023 - 06.2023
- Supported development of ECL Model for 82,000+ records, achieving 75% accuracy in default rate predictions through DPD analysis
- Assisted in implementing Probability of Default calculations using structured DPD data, contributing to streamlined credit risk assessment process
- Collaborated on data classification project using fuzzy logic methodology, achieving 83% accuracy in rating data mapping
Program Analyst
Cognizant Technology Solutions
09.2021 - 03.2022
- Engaged with BluePrism, contributing significantly to a 40% enhancement in automation efficiency
- Optimized data processing workflows using Python, reducing processing time by 67% while maintaining data integrity
Education
MBA- PGDM -
GLIM
04.2024
B.Tech -
SV University
08.2021
12th -
Narayana Junior College
03.2017
10th SSC -
Ratnam EM High School
03.2015
Skills
- Python
- AWS Redshift
- SQL
- Microsoft Power BI
- Microsoft Excel
- Agile methodology
- Big data analytics
- Business process improvement
- Data analysis
- Requirements gathering
- Time series analysis
- Deep learning
- Analytical problem solving
Certification
- Google data analytics (Coursera)
- Generative AI with LLM (Coursera)
- Microsoft PowerBI Data analyst
- Python in Data Science (Udemy)
Accomplishments
- Secured All India 10th position in National MS Excel Quiz 2022
- 2018-2021: CSO at Ignite, SV University
Projects
ACADEMICS/ LIVE PROJECTS
Marketing analytics Project: ML, AI-Powered Campaign Funnel Optimization
• Leveraged ML to pinpoint high-probability buyers within our target audience, streamlining the marketing funnel for maximum revenue impact.
• Implementation of AI-driven strategies led to a 25% increase in conversion rates and a 15% reduction in customer acquisition cost within Q1
Blockchain High-Frequency Trading Bot: Machine Learning Arbitrage Optimization
• Developed reinforcement learning model achieving 87.6% accuracy in identifying profitable Solana blockchain transactions.
• Reduced trading latency by 62%, increasing profit margins by 43% through advanced predictive algorithm
Credit card fraud detection
• Conducted Credit Card Fraud Detection using a dataset containing over 285000 observations and 30 features.
• Random forest model with an accuracy of 95.3% was attained. The models were evaluated using accuracy, precision and recall.
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference
Work Type
Full TimeWork Location
On-SiteRemoteHybridImportant To Me
Career advancementWork-life balanceCompany CultureInterests
BLOCKCHAIN
Languages
English
Bilingual or Proficient (C2)
Telugu
Bilingual or Proficient (C2)
Hindi
Advanced (C1)
Timeline
Data Analyst
Vivriti Capital
05.2024 - Current
Data Analyst Intern
Vivriti Capital
04.2023 - 06.2023
Program Analyst
Cognizant Technology Solutions
09.2021 - 03.2022
B.Tech -
SV University
12th -
Narayana Junior College
10th SSC -
Ratnam EM High School
MBA- PGDM -
GLIM
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