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avengersvstheflash/README.md
AI processing pipeline in ice blue and silver

AYUSH SHARMA

AI APPLICATIONS · BACKEND SYSTEMS · FULL-STACK ENGINEERING

Building useful software. Investigating hard problems. Making systems dependable.

GitHub Projects LinkedIn

ayush@engineering:~$ whoami

AI application & full-stack engineer
Focused on backend architecture, intelligent workflows,
document processing, and reliable software delivery.

ayush@engineering:~$ current_focus
> Omnitome
> AI-powered document intelligence
> Resource-aware processing & lifecycle reliability

ayush@engineering:~$ status
> Building | Testing | Learning | Shipping

01 / ENGINEERING STACK

LANGUAGES

Python JavaScript TypeScript SQL

BACKEND & DATA

FastAPI Node.js SQLite PostgreSQL Supabase

FRONTEND & DELIVERY

React Vite Tailwind CSS Git Vercel

AI & INFORMATION RETRIEVAL

Semantic Search RAG Document Processing


02 / SELECTED SYSTEMS

◈ Omnitome

Local-first AI reading & document intelligence

Repository Status

A local-first AI reading platform designed to transform large documents into focused reading experiences while preserving access to their original sources.

  • Multiformat document ingestion and structured chapter extraction.
  • Embeddings, reranking, retrieval, and AI-powered synthesis.
  • Resource-aware processing and model lifecycle coordination.
  • Persistent processing state, recovery workflows, and regression testing.

Core architecture

React + Vite → Node.js API → SQLite → Python FastAPI sidecar

Current focus: expanded document-corpus validation, reliability testing, and v1.0 release readiness.

◈ Cape Neto CRM

Full-stack sales & pipeline management

Live App Source API Docs

A deployed CRM covering leads, clients, deals, tasks, sales activity, and pipeline analytics.

  • React frontend and FastAPI backend.
  • Database persistence and authenticated APIs.
  • JWT authentication and role-based access control.
  • Independently deployed frontend and backend.

Core architecture

React / Vite → FastAPI → SQLAlchemy → Database

◈ ChromeMind

Privacy-conscious browser AI

Repository Manifest V3

A Chrome extension exploring useful AI assistance without treating user privacy as an afterthought.

  • Manifest V3 browser-extension architecture.
  • On-device inference where supported, with controlled cloud-provider integration.
  • Privacy modes and safeguards for webpage content and user interactions.

03 / ENGINEERING PRINCIPLES

engineering_principles = {
    "architecture": "Understand the system before changing it",
    "reliability":  "Make failures observable and recoverable",
    "performance":  "Measure resource costs; optimize bottlenecks",
    "security":     "Respect identity, access, and data boundaries",
    "delivery":     "Validate behavior, not just successful builds",
}

I use AI-assisted development as an engineering tool, not a substitute for engineering judgment. I define problems, reason through architectural decisions, direct implementation, and review the resulting behavior.


04 / CURRENT TRAJECTORY

  • 🎓 Completing a BSc in Computer Science at the University of the People, with graduation expected in November 2026.
  • 🧪 Developing practical machine-learning skills through coursework and hands-on exercises.
  • 🧩 Deepening my understanding of backend systems, AI application architecture, testing, and performance.
  • 🤖 Long-term interests: AI/ML systems and robotics.

05 / CONNECT

I'm interested in teams building real products, solving meaningful technical problems, and giving engineers ownership of outcomes.

GitHub LinkedIn

Explore the repositories. Inspect the implementation. Follow the build.

Pinned Loading

  1. ChromeMind ChromeMind Public

    Privacy-first Chrome extension: Chrome-managed on-device AI first, BYOK cloud fallback (Hugging Face, OpenRouter, Google Gemini), local activity insights, and explainable recommendations. Complete …

    JavaScript

  2. cape-neto-crm cape-neto-crm Public

    Instagram-native agency CRM engine featuring 3-tier RBAC, automated follow-up queues, Alembic migrations, and Recharts analytics.

    JavaScript 1

  3. Omnitome Omnitome Public

    A local-first AI reading application. Loss-bounded semantic compression with deterministic source traceability. Ingest PDFs/EPUBs and read faster, without losing context.

    JavaScript 1