Data & Product — Financial Services

Daksh
Randeria

I build data systems — the engineering, the analytics, and the product thinking that ties them together. Based in the Greater New York area.

Experience
10+ years
Current Focus
Wealth Tech Platforms

Taking data from
pipeline to product

I've been at Fidelity Investments since 2022, where I focus on data platforms that power experiences used daily by our wealth advisor teams and retail customers.

Before that, I was at Argus Information leading a team that built data warehouses and analytics platforms for major financial institutions.

I also build things when I'm off the clock. I use my weekends to solve the problems right in front of me—whether it's an AI agent monitoring federal regulations or an app that generates custom bedtime stories for my daughter. It's my sandbox for moving fast and experimenting with agentic frameworks and new AI tools.

Technical
SQL Python Tableau Snowflake Data Modelling APIs
Product & Leadership
Product Strategy Stakeholder Management Roadmapping Agile / Scrum Cross-functional Leadership
Domain
Wealth Management Credit Cards Payment Systems Risk Analytics Data Governance

Selected Builds

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Live Demo · AI Orchestration & RegTech
Regulatory Radar
Wealth Management

Monitoring federal agency shifts is a manual bottleneck for wealth management firms. I built an autonomous system that monitors SEC/FINRA updates in real-time to generate instant, executive-level compliance briefs.

AI Agents LangGraph System Architecture
Live Service · AI Infrastructure
Household Assistant
Home Automation

A 24/7 autonomous infrastructure running on a private home server. It orchestrates shared family task management and secure state-handling via a custom Telegram integration and the Model Context Protocol.

AI Agents MCP Task Orchestration
Production App · Gen AI
Story Magic
EdTech

A low-latency educational experience for children by engineering a parallel processing pipeline that synthesizes text, custom illustrations, and narrated audio from a single user prompt.

Multimodal AI OpenAI API Product Design

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