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Aditya Geda

Aditya Geda

Process Developer - Cat Risk Analyst

Talent
BengaluruMember since July 1, 2026
SQLPythonMLPower BIn8nAIR TouchstoneShopifyMachine Learning
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SQLPythonMLPower BIn8n

About

Co-founded 2 funded brands from scratch - Rs.5L GMV in 60 days on Rs.25K seed, Rs.1L raised via Scaler Spark Tank. Two years of enterprise risk analytics at Genpact and WNS: diagnosed bottlenecks, designed automations, owned LOBs reserved for 3+ year analysts. Comfortable owning ambiguous problems end-to-end across strategy, product, operations, and growth.

Experience

Process Developer - Cat Risk Analyst - Genpact

(2024-09 - 2025-09)

Global professional services firm ($2B+ revenue) - Catastrophe Risk modelling for reinsurance clients

  • Spotted document-lookup bottleneck firsthand - reading 50–100-page D&F files took 30-60 mins; tested Copilot independently on personal device, proposed in onshore ideas meeting; secured stakeholder buy-in, led enterprise rollout, trained team; reduced TAT by 10% with zero additional headcount.
  • Maintained under 2% error rate across 100+ accounts per quarter covering $500B+ in total risk exposure by building a personal review checklist applied after every account processing, a 15-20 min step no colleague followed: using AIR Touchstone, Excel, and SQL.

Cat Modelling Analyst - WNS Global Services

(2023-11 - 2024-09)

BPO and analytics firm ($1B+ revenue) - Catastrophe Risk modelling for reinsurance clients

  • Identified manual Excel-based data cleaning took 1.5-2 hrs per account and recurred multiple times daily; mapped all repetitive tasks into discrete functions and directed ML engineer to build a Python automation pipeline replacing the full manual workflow; reduced per-analyst time from 5 hrs to 3-3.5 hrs delivering 25-30% TAT improvement across 4 LOBs: Binder, Crisis, D&F, and Heavy Industries.
  • Became the team's go-to resource for 15 analysts within 4 months; earned formal quality-checking ownership based on highest individual accuracy - reviewed daily outputs, identified error patterns, and delivered structured feedback; maintained under 2% error rate on par with most experienced analyst; role usually reserved for 3+ year employees.

Education

PGP - Management and Technology - Product and Strategy track - Scaler School of Business (2025-09 - 2027-03)

PGP in Data Science and Machine Learning - Data Science and Machine Learning - Imarticus Learning (2022-12 - 2023-09)

Bachelor of Business Administration - Business Administration - IIPS, DAVV (2019-09 - 2022-06)

Skills

Process Developer - Cat Risk Analyst

Reviews

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