Sourabh SinghalData × AI · Finance

Portfolio 2026 // Neon edition

Hi, I'm Sourabh Singhal.

Curiosity driven. AI augmented.

Senior Cloud Data Engineer & AI Architect. Finance Tech Lead at Tredence Analytics, building where Finance data meets AI agents.

Tasks involving AI agents
About 80%
Reusable AI skills
7 or more
Multi-agent workflows
In progress

01The journey

The timeline

From an analog reset in Kota to leading Finance data with AI agents. Five chapters, one curious thread.

  1. 2013 — 2015

    The Analog Reset

    Kota, Rajasthan

    Moving from Korba to Kota. No smartphones, just lakhs of students and the raw intensity of learning how to live and connect. This was the foundation of my curiosity.

    Learned the art of conversation and influence in a pre-Jio era. Explored human psychology through direct interaction without digital distractions.
  2. 2015 — 2019

    The Tech Pivot

    VIT, Vellore

    Joined as a Civil Engineering student but found my heart in tech clubs. Rose to Vice President, mastered public speaking, and realized I was meant for the digital world.

    Organized many large-scale Tech and Fun events. Started early YouTube experiments and discovered a love for breaking/fixing smartphones.
  3. 2019 — 2022

    Capgemini Era

    Bangalore

    First step into the corporate world. From a student leader to a Sr. Data Analyst. Learning the ropes of enterprise systems and cloud infrastructure.

    Started mastering SQL and Azure. This was the beginning of my professional transition into Data Engineering.
  4. 2022 — 2025

    The Genpact Grind

    Bangalore

    Transformation into a Senior Data Engineer and Assistant Manager. Facing the high-pressure world of expectations and self-doubt.

    Changed my perspective on life and the world of Data Engineering—a world beyond myself and a profession that is more than just tools and architectures.
  5. 2025 — Present

    Finance Tech Lead

    Pune (Tredence)

    Merging 17 years of life experience with Generative AI and specialized intelligence for real-world impact.

    Leading Finance data strategy in the Industrial sector, architecting integrated Finance environments with AI agents, and exploring the multifaceted world of technical leadership.

02Selected work

Featured projects

Live side builds

Shipped, public and still evolving.

03The Anthropic lab

Constitutional intelligence.

One Anthropic course completed, one in progress and one up next. Day to day, AI agents are involved in about 80% of my tasks.

  • AI agentsInvolved in ~80% of daily tasks
  • Reusable AI skills7+ created
  • GitHub CopilotLeading adoption in the Finance team
  • Process automationSelected processes automated
  • Multi-agent workflowsIn development
  • Finance SMEDeveloping domain expertise

Learning path · Anthropic

1 of 3 completed

Next up: Intro to Claude Cowork

04About & skills

Technical arsenal

My journey in tech is fueled by an insatiable curiosity to understand how complex systems work and a drive to build tools that matter. I don't just write code; I architect solutions.

Recently, I've been deeply focused on integrating AI into practical workflows, exploring the intersection of generative models and robust software engineering.

Core Data & Cloud(13)

  • Databricks
  • Azure Synapse
  • Azure ADF
  • PySpark
  • SQL
  • Python
  • Delta Lake
  • Medallion Architecture
  • Unity Catalog
  • Power BI
  • Alteryx
  • ETL/ELT
  • Data Modeling

Gen AI and Agents(7)

  • Gen AI
  • LLMs (Claude)
  • AI Agents
  • GitHub Copilot
  • Reusable AI Skills
  • Process Automation
  • Multi-agent Development

Deployment Practices(4)

  • DevOps
  • CI/CD
  • Agile (ADO)
  • Release Mgmt

05Proof of work

Impact & milestones

Certifications

Cloud & AI professional

06Side quests

Curiosity & creations

“Curiosity is in my blood. I may not always finish things, but I am never shy to take the first step.”

07 // Open channel

Ready for the next first step.

“I may not always finish things, but I am never shy to take the first step. Let's build that first step together.”