Siva Teja Narayana

I'm a builder at heart who has spent the last decade turning messy, high-stakes problems into software that actually holds up in production. My work spans distributed backends at Infosys, leading the GenWizard architecture at Accenture, designing verification-first multi-agent workflows, agentic harnesses, and self-learning loops at Trilogy, and authoring CPGA + SENTINEL to cut model cost while keeping outputs rock-solid.

Agentic Workflows & Harnesses
Self-Learning Loops
Symbolic & Code-Verified AI
Python · C#/.NET · Go
React · Angular · TypeScript
SQL · NoSQL · Redis
Multi-Model Routing

Competitive Exam Practice

Abhyas

Practice for JEE Advanced, JEE Main, NEET and CBSE. Hints follow what you typed, a checker reads your own derivation line by line, and the studio writes new problems with the key verified.

Doubt coach · Class view · Problem studio

abhyas.sivateja.dev ↗

Paper Marking & Mistake Review

Grading Assistant

Q1(b): 2.0 → 3.5 / 4.0

Attach a question paper and an answer sheet. The marking scheme is worked out from the paper, each point is marked in the margin, and a teacher can change any mark by talking to it.

Scheme check · Mistake lesson · Class view

grading.sivateja.dev ↗

Course & Module QA

Argus

PedagogyMathVisuals

PASS

LanguageValidity

Model reviewers check each lesson's article, quiz and scope. A person then confirms or overrules, and wherever the two disagree, insights and root-cause notes follow.

Reviewer panel · Human verdict · Root causes

argus.sivateja.dev ↗

Job Search & Fit

Radar

Describe the job in plain words and Radar reads live postings from public job boards. Add a resume and it judges the fit, quoting the posting as evidence.

Live listings · Fit with quotes

radar.sivateja.dev ↗

LLM Cost Router

Ledger

Run one workload across several models on your own evaluation rows. Quality, latency and cost come back side by side, with a recommendation for where to route it.

Quality · Cost · Routing advice

ledger.sivateja.dev ↗

Rulebook Compiler & Auditor

Forge

RulesChecksAuditQuotes

Paste a rulebook and Forge turns each rule into a code check, tried on a passing and a failing example. Then audit any text against it and get the quote behind every verdict.

CPGA + SENTINEL · Rule checks · Text audit

forge.sivateja.dev ↗

3D Learning Games

Quest

Type any topic, from photosynthesis to compound interest, and Quest picks a 3D game that fits. A guide teaches the idea inside the scene as you play.

3D games · Topic to game · In-scene guide

quest.sivateja.dev ↗