karthick P profile photo 1 on Tal

karthick P

Data Analyst @ Paytm | SQL | Python | Power BI | Advanced Excel | Data Visualization | Data Cleaning | Pandas | Statistical Analysis | Data Modeling |

Greater Bengaluru Area

1+ year of work experience

Paytm
Feb 20265 mosPresent

Bengaluru, Karnataka, India

▸ Engineered an automated monthly analytics pipeline processing 20,000+ bot sessions across IVR and chat channels, reducing manual reporting effort by ~70% and enabling real-time product monitoring for the fintech lending vertical. ▸ Built a multi-label issue clustering system that categorized merchant conversations into 8 distinct friction clusters (NOC delays, payment failures, EMI bugs, feature gaps), tagging each with handover rate and CSAT sentiment — directly informing 3 backend sprint priorities. ▸ Developed repeat-merchant detection logic to surface chronic unresolved issues by flagging merchants with 3+ escalated sessions within the same day, reducing escalation backlog by identifying the top 12% of high-friction users. ▸ Delivered structured product recommendations with effort estimates and deflection rate projections to Engineering, Backend, and KB teams; insights consumed by P4B Lending leadership to prioritize a roadmap with an estimated 18% deflection rate improvement.
Snapcast Solution
Jan 20256 mosJun 2025

Greater Bengaluru Area

karthick’s AI Stack

hugging face
hugging face
notion
notion
openai
openai
replit
replit

Education

Garden City University

Master of Computer Applications - MCA, Computer Science

Garden City University

20232 yrs2025
Garden City University

Master of Science

Garden City University

20232 yrs2025

Join karthick and 10k+ other professionals on

Tal Boss

Tal is the app where bosses meet engineers & builders directly, without middlemen

Download Tal Boss

karthick P on Tal

Headline

Data Analyst @ Paytm | SQL | Python | Power BI | Advanced Excel | Data Visualization | Data Cleaning | Pandas | Statistical Analysis | Data Modeling |

About

I don't just analyze data — I turn it into decisions that move businesses forward. From engineering automated pipelines that eliminated 3–4 day reporting lags, to building ML models that hit 0.87 ROC-AUC, I've spent my career making sure every dataset I touch delivers measurable impact — not just pretty charts. What I've delivered so far: 🔹 Built an end-to-end analytics pipeline processing 20,000+ bot sessions/month for Paytm's fintech lending product — cutting manual reporting effort by 70% 🔹 Identified 8 merchant friction clusters that directly shaped 3 backend sprint priorities and contributed to an estimated 18% improvement in deflection rate 🔹 Engineered 10+ predictive features from Tesla stock data and delivered an XGBoost model with 0.87 ROC-AUC — selected as the production classifier 🔹 Analyzed 145,000+ records across 50+ countries to uncover global AI adoption trends — surfacing Agriculture as the #1 adopting sector and the 55+ demographic as the fastest-growing segment

Location

Greater Bengaluru Area

AI stack

hugging face

notion

openai

replit

Work experience

Data Analyst at Paytm, Feb 2026 - Present · 5 mos, Bengaluru, Karnataka, India, ▸ Engineered an automated monthly analytics pipeline processing 20,000+ bot sessions across IVR and chat channels, reducing manual reporting effort by ~70% and enabling real-time product monitoring for the fintech lending vertical. ▸ Built a multi-label issue clustering system that categorized merchant conversations into 8 distinct friction clusters (NOC delays, payment failures, EMI bugs, feature gaps), tagging each with handover rate and CSAT sentiment — directly informing 3 backend sprint priorities. ▸ Developed repeat-merchant detection logic to surface chronic unresolved issues by flagging merchants with 3+ escalated sessions within the same day, reducing escalation backlog by identifying the top 12% of high-friction users. ▸ Delivered structured product recommendations with effort estimates and deflection rate projections to Engineering, Backend, and KB teams; insights consumed by P4B Lending leadership to prioritize a roadmap with an estimated 18% deflection rate improvement.

Data Analyst at Snapcast Solution, Jan 2025 - Jun 2025 · 6 mos, Greater Bengaluru Area

Education

Master of Computer Applications - MCA, Computer Science, Garden City University

Master of Science, Garden City University

karthick P - Data Analyst in Greater Bengaluru Area | Tal