Venkatesh Prasad Ravichandran
I don't wait for the right problem.
I work with the one in front of me.
- Legal AI with near-zero hallucinations.
- A roofing company's inbound workflow, automated end-to-end.
- A graduate complexity theory course, co-designed and shipped.
MS in Business Analytics & AI at UT Dallas · Dean's Excellence Scholar
The most interesting work lives behind a firewall. Ask me about it.
70%
less manual triage
Coalition Restoration Roofing - email classification replaced a full daily sorting workflow (~40 inbound emails/day).
40%
admin effort reduced
Coalition Restoration Roofing - workflow automation across homeowners, roofers, and insurance agents.
60%
traffic growth
ArtSciLab + OC4ES - information architecture overhaul and migration from DigitalOcean to AWS.
~80%
stylistic alignment
Fred the Heretic - RAG output evaluated by domain experts against Prof. Fredric Jameson's writing corpus.
Where I've Shipped
AI & Automation Intern
Coalition Restoration- 40% administrative effort reduction by redesigning customer communication and internal workflow automation end-to-end.
- Spearheaded infrastructure migration (GoDaddy → Azure), improving platform reliability by 25% and reducing annual hosting costs by 15%.
- Shipped an automated email classification and prioritization system, cutting manual triage time by 70%.
- Drove CRM integration strategy (JobNimbus + CompanyCam), eliminating duplicate data entry and establishing a single source of truth for operational data.
Research & Product Analyst
ArtSciLab — UT Dallas- ~80% stylistic alignment achieved by co-owning product framing and delivery of the Fred the Heretic RAG system.
- Led platform reliability and information architecture improvements across ArtSciLab and OC4ES web, increasing user traffic by 60%.
- Executed server and domain migration from DigitalOcean to AWS, reducing downtime by 35% and enabling future scalability.
Graduate Trainee
Wisdom Schema- 100% downstream data accuracy restored at Wisdom Schema, an aviation data analytics firm, by resolving systemic time-zone inconsistencies in U.S. air-traffic datasets.
- Reduced recurring reconciliation cycles by standardizing timestamp normalization logic used across analytics and reporting workflows.
Work That Runs
AI, product, and data work in practice.
Fred the Heretic
Graph-Augmented AI Product
This is what happens when RAG is taken seriously enough to measure stylistic fidelity against a literary corpus.
Agentic AI Career Advisor
Multi-Agent Workflow Product — Hackathon Winner
Built and demoed in under 48 hours, won, then expanded into a stronger multi-agent guidance workflow.
Coalition Operations Intelligence
Roofing Ops Automation Platform
Runs in production daily across CRM workflows, automation, and KPI tracking. The demo is private; the architecture is not.
AI Judge
Legal Reasoning System
Near-zero hallucination legal AI with verified citations, built for workflows where being wrong has consequences.
Leadership & Achievements
Third-party proof from competitive environments.
Agentic AI Hackathon Winner — UT Dallas
Led a practical agentic AI product from idea to demo under time pressure.
Dean’s Excellence Scholar
Awarded merit-based scholarship at The University of Texas at Dallas for the M.S. Business Analytics program.
How I Think
The operating system behind the work.
Volume
Busy isn't buried. I triage first, automate what's mechanical, and keep judgment where it belongs.
Variety
Legal lab, rooftop ops, grad seminars—the room changes. The question doesn't: what's actually broken?
Velocity
Specs move. I scope tight, prove early, and ship what teams can trust—not theater.
Education
M.S. Business Analytics & Artificial Intelligence
The University of Texas at Dallas
B.Tech, Computer Science
SASTRA University
Skills & Tech Stack
Tools I use to move from ambiguity to delivery.