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pd241008/README.md

Prathmesh Desai

I build systems that handle real load β€” async pipelines, distributed backends, and infra that fails gracefully. I care about why architectural decisions matter, not just that they work.

πŸŽ“ B.Tech Computer Science β€” SRM University, KTR (2023–2027)
πŸ† Technical Lead β€” Directorate of Student Affairs (Milan '25 & '26)
☁️ Cloud and DevOps Manager β€” Amazon Student Builder Group, SRMIST
πŸ“« prathmeshpdesai@gmail.com Β |Β  🌐 ct-os-dev-portfolio.vercel.app


⚑ Production Metrics (Milan Platform)

5,400+ passes sold Β· 4K+ concurrent users Β· β‚Ή0 payment failures Β· 99.9% uptime
AWS EC2 + PM2 + Prometheus + Grafana + Loki Β· Dual auth: Google OAuth + custom OTP Β· ~60-70MB Node.js footprint


πŸš€ Production Systems

Project What it is Status
Milan Core Platform Festival ticketing β€” 5,400+ paid tickets, 4K+ concurrent users, β‚Ή0 payment failures 🏁 Operated & Retired
AdvGuard Adversarial ML defense β€” DACM algorithm for structurally valid tabular perturbations, async RabbitMQ retraining, FGSM/PGD/JSMA on NSL-KDD & CICIDS2017 🏁 Research Complete β€” Presented at IEEE CSR 2026, Lisbon (Aug 3–5)
NEURO Zero-trust polyglot compiler β€” C# recursive descent parser β†’ Rust security auditor β†’ C++ LLVM IR translator. Mathematically guarantees memory safety before codegen βœ… Live
DevTrace Rust observability engine β€” Tokio MPSC ingestion (10k buffer), SQLite event store, CQRS architecture. Ships on npm, cargo, pip, go install βœ… Live Β· Multi-Platform
Gamify Serverless esports analytics β€” Go + GitHub Actions cron ingestion, Cassandra time-series, Upstash QStash zero-worker notifications βœ… Live
ExpressKit CLI Convention-driven Express scaffolding. npx @pd241008/expresskit init βœ… Live on npm β€” Rust rewrite in progress
NeoUI Neo-brutalist component library β€” Rust-based CLI, Radix UI primitives, Vitest + Storybook βœ… Live on npm β€” full docs & tests
Taskiee RBAC task management β€” PRESIDENT/ADMIN/Developer hierarchy, dnd-kit Kanban, built in ~3 days on NeoUI + ExpressKit βœ… Live
Gram Sevak NLP complaint management β€” keyword categorization, voice complaint metadata, Express + FastAPI + Next.js βœ… Live
AQI Prediction Engine Full MLOps loop β€” Decision Tree on CPCB data, FastAPI on HuggingFace, Gemini synthetic data βœ… Live
NeuroTrack AI wellness dashboard with semantic journal search βœ… Live
ctOS Portfolio Terminal-based portfolio. The terminal IS the router. βœ… Live
Supply Chain Risk Intelligence Multi-agent AI platform β€” Go scraping gateway, Scala ZIO/Akka hub, Python RAG agents, Rust orchestrator, Neo4j supplier graph βœ… Live

πŸ“„ Research

Project What it explores Status
Proactive Adversarial Defense Framework Integrating Lifecycle Robustness in Machine Learning Models for Cybersecurity Introduces DACM (Discrete Adversarial Constraint Mapping) β€” maps continuous adversarial gradients onto structurally valid discrete categorical boundaries, enabling real-world executable payloads against tabular network telemetry. Validated on NSL-KDD and CICIDS2017; adversarially trained model sustains 93.00% robust accuracy at Ξ΅ = 0.15. Implementation: AdvGuard. βœ… Presented at IEEE CSR 2026
SentinelMesh Gossip-protocol-based distributed anomaly detection system for collective, decentralized network defense, evaluated on UNSW-NB15 using MCC methodology. πŸ“€ Submitted β€” results pending

🚒 Active Development

Project What it is Status
IntelliDoc Async document intelligence β€” OCR β†’ Celery β†’ ChromaDB vector storage pipeline 🚒 Shipping
ClipSync Two-way push-based clipboard sync between Windows and WSL2 β€” Rust orchestration layer, C++ shared-memory/spinlock core (mmap'd backing file), Raylib visualization πŸ”¨ Building
Aegis Distributed telemetry system in active build β€” Go ring-buffer edge agents feeding a Scala/Akka actor brain, with RAG-generated briefings over gRPC/Protobuf πŸ”¨ Building
OmniStat Polyglot observability pipeline currently underway β€” Scala ingesting GitHub GraphQL data, Go BFF gateway wiring it to a neo-brutalist terminal HUD πŸ”¨ Building
PrimeVector Go-based LSH vectorization engine in development β€” cosine similarity search feeding a Kafka β†’ Protobuf β†’ Scala risk pipeline πŸ”¨ Building
OmniTrace Locally-hosted AI agent system β€” DevTrace episodic memory, content-addressable storage (CAS), and MCTS reasoning. README/Mermaid docs done; CAS Phase 0/1 review flagged concurrent-write and atomic-write gaps still to resolve. πŸ”¨ Building
Project Omega Distributed ledger β€” CQRS, Event Sourcing, Raft consensus, Kafka. Also tracked as an early-draft research paper. πŸ”¨ Building
Pikernal Minimal RTOS-style Raspberry Pi kernel, derived from NEURO's runtime research πŸ“ Designing

πŸ—ΊοΈ Planned & Exploratory

These are architecture explorations and designs-in-progress β€” not active codebases. Some will ship, some won't. Documented here for transparency.

Project Concept Stage
SyntaxFlow Text-to-diagram engine β€” Go/TinyGo WASM parser, DFS cycle breaking, A* orthogonal routing πŸ“ Designing
CodeQuest Gamified backend learning β€” Docker + gVisor containers, Monaco Editor, hidden integration tests, Rust execution engine πŸ“ Designing
NeoShell Zero-config Neovim IDE host via DevTrace event bus β€” Tauri desktop app embedding Neovim πŸ“ Designing
CollabStory Real-time collaborative branching narrative β€” Convex reactive backend + Clerk auth, DAG story structure πŸ“ Designed
IntelliVOD Semantic video library β€” timestamp-level search across transcriptions πŸ“ Designed

Full architecture docs and system designs: ct-os-dev-portfolio.vercel.app


πŸ’» Tech Stack

🧠 Languages

C C++ Go Rust Scala TypeScript JavaScript Python Java Kotlin C#

βš™οΈ Backend & APIs

NodeJS Express.js FastAPI Flask RabbitMQ Celery JWT Swagger Postman Clerk Convex

πŸ—„οΈ Database & Cloud Infra

MySQL MongoDB Redis Prisma AWS Google Cloud Cloudflare Vercel

πŸ›‘οΈ DevOps & Observability

Docker Kubernetes Prometheus Grafana Sentry Git GitHub Actions NeoVim

🎨 Frontend

React Next JS TailwindCSS DaisyUI Vite Tauri Figma


πŸ“Š GitHub Stats

GitHub Stats GitHub Streak
Top Languages

🌐 Socials

Instagram LinkedIn Email


If you read the source code of something I built and found something interesting β€” that was intentional.

Pinned Loading

  1. Adv-Guard Adv-Guard Public

    MLOps adversarial defense framework β€” DACM algorithm for discrete constraint mapping, FGSM/PGD/JSMA attack simulation, RabbitMQ async retraining pipeline. Research presented at IEEE CSR 2026.

    Python 1 1

  2. DevTrace DevTrace Public

    A high-performance, developer-centric observability platform designed to capture, analyze, and replay API traffic in real time. Built on an event-driven, append-only architecture, it serves as an i…

    Rust 3

  3. Aegis Aegis Public

    A polyglot observability engine. High-concurrency Go edge agents combined with a distributed Scala data cluster to provide high-fidelity, RAG-enhanced telemetry analysis.

    Scala 1

  4. ChaosSeal ChaosSeal Public

    Dual-layer cryptographic protocol for LEO satellite swarms β€” sub-linear broadcast exclusion revocation + chaos-derived AES key rotation, secured over BPv7/BPSec. Rust core, Go network simulator, Py…

    Rust 1

  5. SentinelMesh SentinelMesh Public

    Decentralized network defense. SentinelMesh uses epidemic protocols and quorum consensus to collectively detect distributed port scans and credential stuffing without a centralized SIEM bottleneck.

    Python 1

  6. Sentrix Sentrix Public

    Lightweight, cross-platform heuristic malware triage scanner for Linux, Windows, and macOS β€” no signatures, no cloud, just fast local checks.

    Rust 1 1