---
title: "Pratiksha S. - Assistant Manager — Software Development Engineer, Data Platform in Mumbai | Tal"
description: "Meet Pratiksha S., Software Engineer @ Edelweiss | Backend & Data Platform | Java, Python, Kafka, Spring Boot | Ex-BNY, Morgan Stanley | GSOC’24 | LFX’24 | C4GT’24 | SIH’23 Finalist | VJTI CS’24 based in Mumbai. AI stack includes antigravity, claude code, and claude. Explore public work links inclu..."
image: "https://tal.club/meet/pratiksha-sankhe/share-image"
---

# Pratiksha S\. on Tal

## Headline

Software Engineer @ Edelweiss \| Backend & Data Platform \| Java, Python, Kafka, Spring Boot \| Ex\-BNY, Morgan Stanley \| GSOC’24 \| LFX’24 \| C4GT’24 \| SIH’23 Finalist \| VJTI CS’24

## About

Software engineer building high\-throughput, fault\-tolerant backend and data systems for real\-time financial markets\. At Edelweiss Global Markets, I built Fintasker, an in\-house orchestrator that replaced Airflow team\-wide, running 1,000\+ production pipelines across a 20\-hour trading window\. I own market\-data ingestion across 9 global exchanges \(US, Korea, Taiwan, Japan\) via Kafka, and designed Cerberus, a data\-quality framework that cut downstream anomalies by 75%\. Previously at Bank of New York's AI Hub, I built the prompt\-validation and evaluation infrastructure gating every LLM feature on the bank's internal AI platform, and shipped FastAPI\-based agents that automated credit\-risk document generation, cutting prep time from \~40 days to 3\-5\. I work primarily in Java, Python, and Spring Boot, with hands\-on experience across Kafka, ClickHouse, PostgreSQL, and distributed system design\. Outside work, I contribute to open source — Google Summer of Code \(ELIXIR Cloud & AAI\), Linux Foundation, and Code for GovTech — and I'm a B\.Tech graduate from VJTI \(CGPA 9\.22/10\)\. Open to backend and data engineering roles where I can work on systems at scale\.

## Location

Mumbai

## AI stack

antigravity

claude code

claude

codex

cursor

github copilot

## Work experience

Assistant Manager — Software Development Engineer, Data Platform at Edelweiss Global Markets, Oct 2025 \- Present · 1 yr, Mumbai Metropolitan Region, \- Built Fintasker, an in\-house orchestrator that replaced Airflow firm\-wide, running 1,000\+ production pipelines across a 20\-hour trading window through a distributed, fault\-tolerant architecture with independent task execution\. \- Own the market\-data ingestion layer for 9 global exchanges \(US, Korea, Taiwan, Japan\) across cash, futures, and options, streaming via Kafka with \~98% availability during market hours\. \- Designed Cerberus, a data\-quality framework spanning 10\+ categories and 250\+ rules, cutting downstream anomalies by 75%\. \- Launched Astra, a trader analytics platform \(multi\-source news, FII/DII flows, gainers/losers, corporate actions, IPOs, index heatmap\), adopted by 200\+ traders firm\-wide\. \- Scaled Data Mart APIs using Spring Boot and distributed ClickHouse; built ETL pipelines onboarding LSEG and Databento historical data at terabyte scale\.

Web Developer at Kerala OnCourts, Nov 2024 \- Dec 2024 · 2 mos, • Designed and developed the website, integrating backend systems and streamlining access to judicial information and services\. • Redesigned the UI for enhanced accessibility, responsiveness, andmodern user experience\.

Software Engineer at Bank of New York, Jul 2024 \- Oct 2025 · 1 y 3 mo, Pune District, Maharashtra, India, \- Built the prompt\-validation and evaluation service \(Spring Boot\) gating every LLM feature on Eliza, using ground\-truth datasets and audit logging to cut manual validation time from 1 week to 1 day\. \- Built FastAPI\-based LLM agents automating multi\-source credit\-risk document generation, reducing prep time from \~40 days to 3\-5 days\. \- Shipped custom JupyterLab extensions for Eliza, BNY's internal AI platform, streamlining experimentation workflows\.

Open Source Developer at The Linux Foundation, Jun 2024 \- Nov 2024 · 6 mos, Mumbai Metropolitan Region, \- Contributed to improving Hyperledger Caliper documentation, focusing on clarity, accessibility, and consistency\. \- Migrated Caliper documentation to the standard Hyperledger documentation template, ensuring a unified experience across projects\.

Open Source Developer at Google Summer of Code, May 2024 \- Nov 2024 · 7 mos, Mumbai, Maharashtra, India, \- Developed reusable web components using LitElement aligned with GA4GH DRS API specifications\. \- Built a secure and scalable backend using DRS\-Filer and MinIO for cloud\-based data storage\. \- Upgraded DRS\-Filer to the latest DRS API version, ensuring interoperability within the ELIXIR Cloud Component ecosystem\.

## Education

Bachelor of Technology, Computer Engineering, Veermata Jijabai Technological Institute \(VJTI\)

## Public links

- github: https://github\.com/psankhe28

[View the original profile](https://tal.club/meet/pratiksha-sankhe)

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