Aamir Jelani
Building next-generation AI systems and intelligent applications at 10X speed. Full-stack architect specializing in multi-agent orchestration, knowledge graphs, and cloud-native infrastructure.
AI Products Portfolio
Production-grade systems built with cutting-edge AI technology and modern architecture
GuidIQ
Cognitive Operating System for Mentorship
Privacy-first AI guidance platform for work, relationships, and life decisions. Contextual memory system that learns over time with structured intake and explainable AI.
Architecture
- Local-first design: Your data stays yours — complete privacy by default
- Contextual memory: Knowledge graph linking decisions, outcomes, and patterns
- Explainable AI: Citation-backed guidance with transparent reasoning
- Structured intake: Designed for clearer thinking and better decision-making
Tech Stack
MaestroAI
AI Agent Orchestrator for Software Delivery
Multi-agent orchestration platform enabling hands-free software delivery at 10X speed. 300+ specialized agents working in concert with auto-pilot execution and real-time monitoring.
Architecture
- Agent catalog: 300+ specialized AI agents for every phase of development
- Auto-pilot mode: Hands-free execution from requirements to deployment
- State persistence: Project context maintained across sessions
- Real-time monitoring: Live execution tracking with detailed progress reports
Tech Stack
Mimir
Personal AI Infrastructure
Self-hosted AI running on dedicated hardware with persistent memory across all conversations. Complete data ownership, multi-channel access, and always-on intelligence.
Architecture
- Knowledge graph: Neo4j with 100+ nodes linking projects, tasks, and decisions
- Gateway API: REST API with SSE streaming, Claude CLI integration
- Cortex daemon: Always-on intelligence layer with proactive monitoring
- Multi-channel: CLI, web dashboard, Telegram bot, API access
- Self-hosted: Runs on Mac Mini — complete data ownership
Tech Stack
AppLive
Cloud Simulator Streaming Platform
On-demand iOS & Android simulators for enterprise mobile teams. Launch cloud-hosted simulators in under 10 seconds and stream them directly to your browser with real-time touch and keyboard interaction.
Architecture
- Host Agent: Go service managing simulator lifecycle via xcrun simctl on macOS hardware
- WebRTC streaming: Pion-based low-latency video with sub-100ms screen capture and H.264 encoding
- Input forwarding: Touch and keyboard events via WebRTC data channel to simulator
- Fleet management: Admin dashboard with host provisioning, session monitoring, and capacity planning
- Session orchestration: PostgreSQL-backed session lifecycle with warm pool for instant provisioning
Tech Stack
HookLab
LinkedIn Content Analytics
LinkedIn content analytics for professionals and teams. Understand what resonates, optimize your posting strategy, and grow your professional brand with data-driven insights.
Architecture
- Post performance analytics with trend visualization
- Engagement pattern recognition across content types
- Optimal posting time recommendations based on audience behavior
- Content strategy insights with actionable recommendations
Tech Stack
MishMash
AI-Powered Creative App for Kids
A creative app where kids ages 3-12 mix weather, animals, fruits, and more to create magical never-before-seen creatures using AI. Safe, ad-free, and COPPA compliant.
Architecture
- AI generation: Unique creature creation from element combinations
- Age-adaptive: Three modes (3-5, 6-8, 9-12) with appropriate complexity
- Privacy-first: No ads, no tracking, COPPA compliant
- Endless exploration: Multiple worlds with unlimited creative combinations
Tech Stack
Technical Infrastructure
Enterprise-grade architecture built for scale, reliability, and performance
Cloud-Native Stack
AWS Infrastructure: S3, CloudFront, Lambda, API Gateway, DynamoDB, Cognito, SES
CDN & Edge: Cloudflare with WAF, DDoS protection, and secure tunnels
Deployment: CI/CD pipelines, automated testing, infrastructure as code
AI & Intelligence
Multi-model synthesis: Claude Opus, Sonnet, and Haiku for different use cases
Knowledge graphs: Neo4j for persistent memory and relationship mapping
Real-time processing: Event-driven architecture with scheduled tasks
Real-Time Systems
WebRTC streaming: Low-latency video with Pion, H.264 encoding, and data channels
SSE streaming: Server-Sent Events for real-time chat and updates
Monitoring daemons: Proactive alerts for calendar, email, social mentions
Task engine: SQLite-backed scheduler with Telegram notifications
Security & Auth
Authentication: AWS Cognito with JWT tokens, OAuth 2.0 flows
API security: Rate limiting, request validation, HTTPS everywhere
Data protection: Encryption at rest and in transit, secret management
Key Technical Achievements
Innovative solutions to complex engineering challenges
Zero Marginal Cost AI
Gateway API integrates Claude Code CLI via subprocess — full AI toolchain without per-token billing. Changes the economics of always-on AI systems.
Persistent Knowledge Graph
Neo4j-powered memory system with 100+ nodes, full-text search, and automated entity extraction. Cross-session context that gets smarter over time.
Multi-Agent Orchestration
Coordinated workflows across 300+ specialized agents with state persistence, auto-pilot execution, and real-time progress monitoring.
Proactive Intelligence Layer
Cortex daemon with scheduled monitors (calendar 15min, email 10min, mentions 30min), morning briefings, and daily summaries — AI that anticipates needs.
Multi-Channel Architecture
Single AI backend accessible via CLI, web dashboard, REST API, Telegram bot — consistent experience across all interfaces with session continuity.
Self-Hosted with Cloud Hybrid
Mac Mini running 24/7 with LaunchAgent services, Cloudflare tunnels for secure access, and AWS for static hosting and serverless functions.
Technology Expertise
Full-stack proficiency across modern development ecosystems
Languages & Frameworks
Databases & Storage
Cloud & DevOps
AI & ML
Let's Build Something Exceptional
Interested in collaborating on cutting-edge AI projects? Let's discuss how we can work together to create innovative solutions.