MAMATHA EPILI / ENGINEERING & AI
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Index — 11 projects

Everything,
in build order.

The newest work first. Each one opens onto what the problem was, what I built, and the decisions I would defend in a review.

Published packages

Projects & platforms

AI platformOpen source

SkillForge

Three agents grade code against rubrics you author yourself

The complete assessment system: an admin console for authoring challenges and rubrics, a Go API that embeds and retrieves them, and a playground where three agents grade and coach.

Frontend
  • Next.js 14
  • Angular 18
  • TypeScript
  • Tailwind CSS
  • Monaco Editor
Backend & Data
  • Go
  • Gin
  • Supabase
  • PostgreSQL
  • pgvector
  • Gemini
AI systemOpen source

DevSkill Arena

The prototype: one app, no database, no infrastructure

Where the assessment pipeline started — the candidate-facing slice alone, running on a single install with a committed rubric corpus, no database and no backend service.

Frontend
  • Next.js 14
  • TypeScript
  • Tailwind CSS
  • Monaco Editor
  • GSAP
Backend & Data
  • Route handlers
  • Gemini
  • Embedding corpus
  • No database
AI systemPrototype

Agentic AI Research Agent

An agent that plans, calls tools, and shows its work

A research agent that reasons in steps and streams each thought, tool call and observation live — with an admin console that replays any past run.

Frontend
  • Next.js 14
  • React 18
  • Angular 18
  • CKEditor 5
  • Server-sent events
Backend & Data
  • Node 20
  • TypeScript
  • Express
  • Supabase
  • PostgreSQL
  • Gemini
Product buildLive

Review My Hostel

A real product shipped with agents as the primary engine

A hostel review platform built largely through agent-assisted development and deployed in production — proof the workflow holds up when the output has to be a real product.

Frontend
  • Next.js
  • TypeScript
Backend & Data
  • Supabase
  • PostgreSQL
  • Auth
AI toolingTeam practice

Agent Tooling & MCP Servers

Production APIs, exposed to agents safely

MCP servers that wrap production REST endpoints as typed, schema-validated tools — read-only by default, with output sanitisation as a hard boundary — plus skills that encode team conventions.

Backend & Data
  • Node.js
  • TypeScript
  • MCP SDK
  • Zod
  • stdio transport
Platform buildActive

Edu-Streak

One contract, two repos — drift made impossible

A Go and MongoDB API paired with an Angular 21 admin, plus a generator that reads Go handlers and emits typed Angular services and interfaces.

Frontend
  • Angular 21
  • Signals
  • TypeScript
Backend & Data
  • Go
  • MongoDB
  • REST
Enterprise platformLive

CAIRA Platform

The platform behind the Certified AI-Ready Accountant programme

The delivery platform for Certified AI-Ready Accountant training — global faculty-led live lectures, attendance-backed CPE credits, and Bronze, Silver and Gold badges. 10K+ learners.

Frontend
  • Angular
  • TypeScript
  • Tailwind CSS
  • SCSS
  • Zoom SDK
Backend & Data
  • Django REST API (integration)
  • Cross-product entitlement
Enterprise platformLive

CPA Learning Platform

The platform behind US CPA certification prep

Enterprise LMS for US CPA certification at six-figure learner scale: course delivery, live classes over the Zoom SDK, and content at volume. Owned across frontend, API and data layers.

Frontend
  • Angular
  • TypeScript
  • SCSS
  • Zoom SDK
Backend & Data
  • Node.js
  • Express
  • MongoDB
  • REST
Enterprise platformLive

CMA Learning Platform

A structured certification path, delivered end to end

Enterprise LMS for US CMA certification — course delivery, scheduling and learner progress tooling for a multi-part certification, on foundations shared with the CPA platform.

Frontend
  • Angular
  • TypeScript
  • SCSS
Backend & Data
  • Node.js
  • MySQL
  • REST
AI platformIn production

Grounded

Retrieval-grounded answers that cite every claim

A production RAG system built end to end: an admin panel that chunks and embeds source content into a vector knowledge base, and a reader app that answers only from it.

Frontend
  • React 18
  • Vite
  • Angular 18 admin
  • TypeScript
Backend & Data
  • Supabase
  • PostgreSQL
  • Edge Functions
  • Row-level security

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