---
title: "Vedika Gupta - Product Manager in Bengaluru | Tal"
description: "Meet Vedika Gupta, Product Manager | Data & AI Platform based in Bengaluru. AI stack includes claude code, claude, and gemini. Explore public work links including github and medium."
image: "https://tal.club/meet/vedika-gupta/share-image"
---

# Vedika Gupta on Tal

## Headline

Product Manager \| Data & AI Platform

## About

I’m a Product Manager focused on Data Platform, ML Infrastructure, and AI Systems — building the core layers that help engineering and ML teams ship faster, safer, and at scale\. Currently at Arcesium, I lead product for Aquata’s Data & AI Platform, owning initiatives across multi\-model orchestration, multi\-tenant architecture, high\-volume data ingestion, and LLM/Agent system integrations\. 🧩 What I specialize in Platform & Infra PM: Routing layers, auth, multi\-tenant scaling, autoscaling AI Platform & LLM Systems: Orchestration, agent frameworks, evals, retrieval workflows Data Infrastructure: ETL & harmonization at 10M\+ records/day scale Developer Experience: SDKs, API UX, CI/CD, integration tooling Technical problem\-solving: translating complex infra challenges into clear, shippable products 🚀 Key Impact Built Aquata’s MCP Server — multi\-model orchestration with tools, routing, and extensible components for enterprise LLM workloads Designed & scaled ingestion pipelines powering millions of daily records across diverse financial datasets Drove platform adoption \+ PLG motion, contributing to 20%\+ revenue impact Delivered secure, reliable platform primitives with clear SLAs in partnership with engineering, ML, and infra teams

## Location

Bengaluru

## AI stack

claude code

claude

gemini

hugging face

lovable

ChatGPT

## Work experience

Product Manager at Arcesium, Nov 2020 \- Present · 5 yrs 10 mos, Bengaluru, Karnataka, India, I lead product for Arcesium's Data Platform, driving the roadmap for platform infrastructure, multi\-model orchestration \(MCP\), high\-scale data ingestion, and GenAI\-powered workflows used by investment management teams across global clients\. 🚀 Key Impact & Responsibilities • Owned the roadmap for Aquata’s MCP Server Spearheaded Aquata’s multi\-model orchestration layer, enabling LLMs, agents, and tools to securely interact with customer data\. Delivered: – unified API for LLM/Agent workflows – multi\-tenant routing, auth, and extensibility – 2× faster contextual insights for end users • Built & scaled high\-volume ingestion pipelines Partnered with data engineering to scale ETL pipelines ingesting 10M\+ records/day, enabling faster onboarding and higher data quality\. • Shipped GenAI assistants & contextual AI workflows Collaborated with ML teams to design, evaluate, and integrate GenAI assistants into Aquata; improved time\-to\-insight by 50% for investment workflows\. • Delivered data intelligence & discovery features Introduced LLM\-powered semantic search, schema intelligence, and metadata enrichment to improve discoverability and governance across datasets\. • Drove platform adoption and PLG initiatives Defined self\-serve activation flows, reduced onboarding friction, and increased user adoption by 20% through product\-led growth strategies\. • Improved core platform metrics Worked across engineering, ML, infra, and go\-to\-market to improve activation, retention, data freshness, and customer time\-to\-value\.

Product Lead at Arcesium, May 2022 \- Dec 2023 · 1 yr 8 mos, Bengaluru, Karnataka, India

Technical Lead at Arcesium, Nov 2020 \- May 2022 · 1 yr 7 mos, Bengaluru, Karnataka, India

Senior SDET at Sprinklr, Aug 2018 \- Oct 2020 · 2 yrs 3 mos, Bengaluru, Karnataka, India, Contributed to Sprinklr’s enterprise advertising systems by automating multi\-channel ad workflows\. \- Partnered with PM and data teams to improve reliability and telemetry for scaled campaigns\. \- Developed test automation and validation frameworks to accelerate release speed\.

Senior SDET at Treebo Hotels, Apr 2018 \- Jul 2018 · 4 mos, Bangalore, India

Senior System Engineer at Siemens Technology India, Feb 2017 \- Apr 2018 · 1 yr 3 mos

Software Engineering Analyst at Accenture, Sep 2014 \- Jan 2017 · 2 yrs 5 mos, Bengaluru, Karnataka, India

## Public links

- github: https://github\.com/vedika2609
- medium: https://medium\.com/@vedika26gupta

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

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