We build production AI
that ships
Agentic pipelines. LLM platforms. Full-stack applications. From architecture to deployment — measurable impact, not demos.
Our Portfolio
Production AI systems built with LangGraph, FastAPI, and Next.js — shipping real value at scale.
JobHunter Agent
AI-powered job search automation
Full-stack autonomous job hunting platform with LangGraph agentic pipelines, browser automation via Patchright, resume parsing, and real-time SSE streaming. Automates job discovery, application submission, and follow-up across multiple job boards.
Key Results
- Autonomous multi-agent pipeline for end-to-end job applications
- Real-time SSE streaming with human-in-the-loop approval gates
- Stripe-integrated SaaS with tiered pricing
- Browser automation with anti-detection for major job boards
AEM Content Validator
LangGraph pipeline for enterprise content QA
Production LangGraph pipeline with 5 parallel agents and zero-cost triage router for Mayo Clinic. Validates articles against 34 rules loaded from Neo4j graph database with RAGAS-evaluated accuracy.
Key Results
- 94% reduction in validation time (2 hours to under 10 minutes)
- 5 parallel agents with zero-cost triage router
- Grounded Accuracy Agent with RAGAS evaluation at production thresholds
- LLM Judge with confidence scoring and human reviewer gating
AI Business-in-a-Box
AI-powered business formation and management
End-to-end platform automating LLC formation, invoicing, bookkeeping, tax preparation, and compliance monitoring. AI agents handle the operational complexity so founders can focus on building.
Key Results
- Guided LLC creation workflow with AI assistance
- Automated invoice generation and payment tracking
- AI-categorized bookkeeping and transaction management
- Regulatory compliance monitoring agents
Audit Agents
AI architectural review and revenue analysis
Paste any URL and get a comprehensive audit in 60 seconds. Two specialized agents: an Architectural Audit Agent scoring across 6 dimensions, and a UX Revenue Verdict Agent delivering a go/no-go on monetization viability.
Key Results
- Architectural scoring across scalability, security, DevOps, and more
- UX Revenue Verdict with first-impression and pricing analysis
- 60-second end-to-end audit from URL to report
- Actionable recommendations for product improvement
Local Service Lead Gen
AI lead generation for local businesses
Four independent LangGraph pipelines automating local business growth: Google Business Profile optimization, automated lead response, review management with AI-assisted replies, and intelligent scheduling.
Key Results
- Google Business Profile optimization and monitoring
- Automated lead intake and AI-powered response
- Review monitoring with context-aware AI replies
- Intelligent scheduling and booking automation
AI Foundry Platform
Enterprise AI for Signet Jewelers
Led development of the AI Foundry platform for the world's largest retailer of diamond jewelry. Built agentic pipelines on AWS Bedrock and AgentCore for intelligent product recommendations, customer service automation, and internal knowledge retrieval across Kay Jewelers, Zales, and Jared brands.
Key Results
- Agentic AI pipelines powering product recommendations across 3 major jewelry brands
- Customer service automation reducing response times
- Internal knowledge retrieval system for store associates
- Enterprise-scale deployment on AWS Bedrock infrastructure
ML Visualization Dashboards
Classified intelligence tools for CACI / US Army
Built classified ML visualization dashboards and secure web applications for US Army intelligence analysts at CACI International. Developed interactive data tools for mission-critical decision-making on DoD networks with active Secret Clearance.
Key Results
- Classified ML dashboards for US Army intelligence analysts
- Interactive data visualization for mission-critical decision-making
- Hardened applications deployed on DoD networks
- Full-stack development on AWS GovCloud infrastructure
Vehicle Parts Sourcing Platform
Supply chain tooling for Rivian Automotive
Engineered the internal parts sourcing platform used by Rivian's supply chain team to manage component procurement for R1T and R1S vehicle production. Enabled real-time supplier tracking, cost analysis, and procurement workflows at scale during Rivian's production ramp.
Key Results
- Internal platform managing component procurement for R1T and R1S production
- Real-time supplier tracking and cost analysis dashboards
- Procurement workflows supporting Rivian's production ramp
- Built on AWS Amplify with GraphQL and DynamoDB
About the Founder
Fareez Ahmed is the CEO of V2 Software LLC, a Senior AI Engineer with over ten years of software development experience across full-stack web applications, backend services, and AI-native systems.
He architects production LLM platforms where models are first-class components: agentic pipelines, human-in-the-loop validation, and retrieval-augmented systems. Operating at the frontier of agentic AI engineering, delivering measurable impact across React/Next.js, Python, Node.js, and AWS with evaluation-driven iteration.
MA in International Affairs and Economics from Columbia University. Active Secret Clearance. Speaks American English, French, Arabic, and Bengali.
Client Experience
Tech Stack
Battle-tested tools across the full AI and web development spectrum.
AI / LLM
Backend
Frontend
Cloud / Infra
Databases
Testing & DevOps
Let's Build
Need a production AI system, agentic pipeline, or full-stack platform? Let's talk about what you're building.