Looking for a job

Praneeth Kumar

@praneethkumar

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Data-driven professional with a passion for machine intelligence and data science.

India

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What I'm looking for

Seeking a challenging role that leverages my data analysis and machine learning skills to drive business growth and innovation.

I am a data analyst with over a year of experience in the fintech industry, specializing in data-driven decision-making and risk analysis. My expertise lies in building machine learning models, financial risk evaluation, and leveraging AI for problem-solving. I have worked on diverse projects involving data science techniques, focusing on optimizing financial portfolios and credit scoring systems. With a strong foundation in data analytics, I am now looking to expand my skill set into product management or business analytics roles, where I can contribute my technical and analytical skills to drive impactful business outcomes.

Experience

Work history, roles, and key accomplishments

Data Analyst

Olyv

Jun 2024 - Mar 2025 (9 months)

Fine-Tuned a custom LLM using Google Gemini API on Langchain to automate SQL query migration from
SQL to DuckDB, achieving a low error rate of 0.14% and reducing manual effort by 60%.
• Designed and optimized 200+ complex SQL queries for credit risk analysis and customer segmentation using Google
BigQuery and ClickHouse to improve underwriting.
• Conducted SHAP analysis on 10+ predictive models

Data Analysis Data Visualization Python Machine Learning NLP Generative AI LangChain Libraries Python 3 Pandas

Business Analytics Trainee

Nova Benefits

Feb 2024 - Jun 2024 (4 months)

Developed data-driven dashboards using SQL and Metabase to optimize processes, enhance portfolio management, and identify growth opportunities, leading to increased operational efficiency and revenue growth.

SQL Metabase Data Analysis Business Intelligence

Business Analytics Trainee

Finlatics

Oct 2022 - Nov 2022 (1 month)

Worked on Case-Based projects for Organisation’s research. Solved Cases using MECE structures, churned the Data using MS Excel and used Sophisticated visualization tools like Power BI.

MS Excel Power BI Data Analysis

Product and Growth Associate

Finance with Sharan

Feb 2022 - Oct 2022 (8 months)

Generated over 50 personal finance content ideas, leading to the development of a Tax Module and a live stream launch that attracted 5,000+ registrations in a day.

Content Creation Tax Live Streaming