ForgeFast Labs

Shipped Products. Production Infrastructure.

ForgeFast Labs is an independent product lab by Aryan Pachori — backend and AI systems shipped end-to-end: event-driven microservices, ML inference pipelines, and LLM-powered agents.

Explore Beacon
Try NightAgent

A Product Lab.

Production systems, shipped end-to-end.

Backend and AI engineer who ships production systems end-to-end — from system design and API contracts to cloud deployment.

Not an agency. ForgeFast Labs builds and owns long-term product infrastructure.

What we build

  • Predictive SaaS — Beacon dependency health scoring
  • AI agents and market intelligence — NightAgent
  • Event-driven microservices — Kafka, BullMQ, Redis
  • Fintech-grade APIs — bureau integration, notification systems, invoice automation

Products

Live systems built and operated by ForgeFast Labs.

Beacon

Live

Predictive dependency intelligence — scores packages 0–100 and forecasts abandonment 60–90 days ahead.

  • XGBoost survival model across 8 external signal sources
  • GitHub App integration with read-only manifest scanning
  • Slack, email, and JIRA alerts with migration recommendations
Node.jsPythonXGBoostPostgreSQLNext.js
Open Beacon →GitHub →

NightAgent

Live

AI prediction market intelligence — scans Jupiter markets with quantitative pricing and news analysis.

  • Black-Scholes pricing and Kelly Criterion bet sizing
  • Telegram-native onboarding in under 2 minutes
  • Paper trade to validate strategy, then go live in one tap
Node.jsTypeScriptSolana/JupiterOpenAI API
Open NightAgent →

Built Like Infrastructure

Engineered for reliability, scale, and auditability.

API-first architecture
Event-driven microservices (Kafka, BullMQ)
ML inference pipelines with async workers
Strong schema governance (PostgreSQL, Prisma)
Production-grade logging and audit trails

Technical Stack

Languages

TypeScriptPythonJava

Backend

Node.jsFastAPIKafkaRedis

AI / ML

LangChainRAGXGBoostOpenAI/Gemini

Cloud

AWS EC2GCPDockerGitHub Actions

Experience

Production systems shipped across fintech and open-source ecosystems.

Novostack

Backend Engineer (Full Stack)

Nov 2024 – Present

Noida, India

  • Ruloans CRM microservices — DSA onboarding, MIS reporting, and invoice workflows
  • Kafka notification service fanning out to email, SMS, WhatsApp, and push channels
  • Bureau Service for HelloTrade — Experian integration with Redis token caching
  • Compass Visa Platform backend for Leverage Edu — document processing and OCR integrations

Superteam India

Ecosystem Contributor

Aug 2024 – Present

Remote

  • Selected member; shipped two independent projects
  • Awarded 2,000 USDC in grants from the Solana Foundation
  • Open-source ecosystem contributions

Founder

Aryan Pachori

Founder, ForgeFast Labs

Backend and AI engineer — event-driven microservices, LLM pipelines, and fintech-grade APIs shipped end-to-end.

Previously built:

  • Bureau engines (Experian / CRIF)
  • Kafka-based notification microservices
  • Invoice automation systems for fintech
  • Compass Visa Platform backend

B.Tech in Computer Science, VIT Bhopal (2025)

Member, Superteam India. Grant recipient (Solana Foundation, CoinDCX).

Next.js · Node.js · TypeScript · Python · Kafka · Redis · PostgreSQL

PortfolioGitHubGitHub (Work)LinkedInEmail

Explore the builds.

Live products, open-source work, and portfolio.

BeaconNightAgentGitHubGitHub (Work)PortfolioLinkedIn