I build AI systems, end to end.

Open to Product Management, Full Stack Engineering, and Operations roles across the technology industry.

Selected work

Whatever the problem, I ship the whole system.

AGENT MEMORY

Rederive

Dependency-tracked memory engine for LLM agents. Every derived memory stores its source records and recipe, so retracting or correcting one fact marks everything downstream stale, rebuilds it in order, stops early when the rebuilt text means the same thing, and reports which past tool calls read the bad memory.

Python

FastAPI

PostgreSQL

pgvector

Redis

Next.js

React Flow

Toolkit

The stack behind the work.

Languages

Python

SQL

JavaScript

HTML

CSS

Frameworks

ASP.NET Core

Entity Framework Core

LINQ

Flask

React

Next.js

Tailwind CSS

Databases

Azure SQL

MySQL

Oracle (PL/SQL)

MongoDB

Snowflake

Supabase

PostgreSQL

Tools

AWS

Git

Google Cloud Run

Figma

Twilio

Analytics & Reporting

Pandas

Tableau

Power BI

Google Analytics

Pitchbook

Excel

PowerPoint

Certifications

AWS Cloud Practitioner

Microsoft AI Product Management

IBM Business Analytics

RPA Essentials Automation

Product & PM Tools

Jira

Confluence

Notion

Miro

Linear

Amplitude

Mixpanel

Experience

Engineering and finance, shipped in production.

Logan Growth Advisors

Product Manager Intern; Dallas, Texas

January 2026 – May 2026

Identified 12+ customer pain points through user and product research, translating insights into 15+ user stories and requirements for 3 digital features
Analyzed 25K+ product interactions across conversion and transaction funnels, identifying 4 friction points that informed roadmap prioritization
Launched 2 customer-facing features with 6+ engineering, design, data, and operations partners, increasing feature adoption by 18%

Quantium (TAI Consulting Project)

Technical Product Engineer

January 2026 – May 2026

Defined requirements and built an interactive Dash application enabling the client to model the impact of pricing changes on sales and profitability, translating business needs into a functional analytics tool
Designed an intuitive user interface informed by client feedback to maximize engagement and usability; implemented automated test suites to ensure product reliability across iterations

PNTHR Funds LP.

Product Manager Intern; Remote

March 2025 – June 2025

Interviewed internal stakeholders across investment and compliance teams to map reporting pain points, then scoped and built Python automation solutions that reduced data compilation time by 23% and improved alpha attribution accuracy
Owned the quarterly investor reporting pipeline end-to-end, coordinating portfolio data and preparing reports on performance, portfolio developments, and investment analysis

Fund Launch Partners LLC.

Product Manager Intern; Remote

January 2025 – March 2025

Interviewed Partners and Associates to identify workflow gaps in the deal pipeline, then designed and built an internal deal tracking tool in CRM with automated task routing and stage gates that the team adopted as their primary operating system
Managed the full diligence workstream for a $20MM multifamily acquisition, set key evaluation metrics, organized CIM financials and comparable transaction data into a standardized framework

Education

The University of Texas at Austin

Bachelor of Arts in Economics

Minors in Computer Science, Accounting, and Entrepreneurship

Leadership & honors

Beyond the code.

Texas Applied Intelligence (TAI)

January 2026 – Present

Founder / President

Founded UT Austin's applied AI consulting organization, leading client engagements that deliver AI-powered tools, workflow automations, and business process solutions.

Clay (GTM Startup)

May 2026 – Present

Campus Ambassador

Representing Clay on campus by growing brand awareness, organizing events, and building relationships with students interested in GTM, startups, and AI.

UT KBH Energy Center

UT Austin

Student Advisory Council ↗

Serving on the Student Advisory Council for the Kay Bailey Hutchison Energy Center.

Texas Exes Chapter Scholarship Award

$5,000

Honor

GitHub

Building in public.

@vishanthashok ↗

Contribution activity

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Recent activity

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Writing

Notes from the build.

All posts ↗

Jun 16, 2026

Running Out Before We Find a Replacement

AI is accelerating energy demand. Geopolitics is threatening supply. The infrastructure to bridge the gap isn't being built fast enough

Read on Substack ↗

Apr 29, 2026

When Everything Works, Nothing Matters

If everything is AI made, what counts as real work?

Read on Substack ↗

Apr 13, 2026

Paramount's Business Just Got Wilder

Two mergers. $110 billion. And a debt load that could break them.

Read on Substack ↗

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Let's build something.

Open to Product Management, Full Stack Engineering, and Operations roles across tech.

vishanthashok@utexas.edu