I build AI systems, end to end.

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

Vishanth Ashok

Selected work

Whatever the problem, I ship the whole system.

AetherOS illustrationAI OPERATING SYSTEM

AetherOS

AI-powered personal operating system with 9 productivity modules — fitness, recruiting CRM, GMAT prep, deep-work tracking, habits, analytics, and AI coaching — all in one.

TypeScriptTailwind v4SupabaseClaude APISentry
Atlas Layer illustrationGEOSPATIAL

Atlas Layer

Full-stack geospatial intelligence platform combining real estate analytics, agricultural land modeling, and geopolitical risk tracking into one system built on PostGIS and multimodal LLM APIs.

Next.jsTypeScriptSupabasePostGISClaude · Gemini · OpenAI
CampusFinance AI illustrationFINANCE AI

CampusFinance AI

Institutional AI finance copilot: university teams upload budgets/GL data and get dashboards, anomaly detection, forecasting, and natural-language (NL→SQL) querying across a 17-router FastAPI backend.

Next.js 15FastAPIClaudePostgreSQLVoyage AI
Cliffhanger illustrationAGENTIC ANALYTICS

Cliffhanger

AI retention-analytics platform that reconstructs viewer retention curves, pinpoints audience drop-off, and generates editorial fixes — per-second event processing in ClickHouse with Gemini/Vertex AI agent (MCP) orchestration.

Next.jsFastAPIClickHouseGeminiVertex AI
FinSight Data Pipeline illustrationAWS FULL STACK

FinSight Data Pipeline

Serverless AWS pipeline that automates ingestion, processing, storage, and alerting for financial market data — Lambda, S3, EventBridge, DynamoDB, API Gateway, CloudWatch, and SNS.

LambdaS3DynamoDBAPI GatewayEventBridgeSNS
MediVoice AI illustrationHEALTHCARE AI

MediVoice AI

Real-time AI hospital triage assistant that turns live patient calls into structured clinical risk assessments, streaming low-latency risk scores and triage priorities to providers via Claude, Twilio, SSE, and HL7 FHIR.

FastAPIReactClaudeTwilioSSEHL7 FHIR
UT StudyMatch illustrationCAMPUS PLATFORM

UT StudyMatch

Founded and shipped a full-stack study-partner matching platform from 20 user interviews — iterated onboarding and matching on that feedback and grew to 50+ active users via McCombs and campus-org partnerships.

Next.jsTypeScriptSupabase

Toolkit

The stack behind the work.

Languages

Python
SQL
C#
JavaScript
HTML
CSS
R

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.

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 Operations Analyst 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, defining requirements with portfolio managers, prioritizing data inputs, and delivering stakeholder-ready deliverables that synthesized portfolio performance, strategic analysis, and investment recommendations

Fund Launch Partners LLC.

Product Analyst 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

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.

Contribution activity

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Let's build something.

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

vishanthashok@utexas.edu