AI Engineer &
Full-Stack Developer.
I build production AI applications, automation systems and scalable SaaS platforms.
Next.js, React, Python, Node.js, RAG, AI Agents, automation and distributed systems.
What I Build
Engineering scalable software systems across artificial intelligence, asynchronous automation, and production SaaS architectures.
AI Applications
Production LLMs & Intelligence Layers
Production LLM applications, hybrid RAG systems, autonomous task agents, and AI-powered product capabilities engineered with guardrails, streaming, and deterministic state.
AI Automation
Workflow & Business Process Pipelines
Autonomous n8n workflows, WhatsApp business bots, multi-step CRM synchronizations, webhooks, and asynchronous background queues eliminating manual friction.
Full-Stack SaaS
High-Performance Web Platforms
Production Next.js, React, Node.js and Python SaaS platforms engineered with multi-tenant architectures, modern auth, payment ledgers, and responsive interfaces.
Backend & Infrastructure
Scalable Systems & Distributed APIs
Robust REST & microservice APIs, distributed Kafka event streams, Redis caching layers, PostgreSQL/MongoDB indexing, and zero-downtime Linux deployment pipelines.
Featured Platforms & Live Systems
High-throughput SaaS platforms and generative AI systems deployed to production.
Planfluence
Meetings into Momentum — AI Meeting Intelligence to Jira Backlog & Slack Recaps
A production meeting momentum platform designed for software engineering teams. Turns Google Meet calls into structured executive notes, approved Jira and Trello tickets, and automated Slack recaps with zero bot friction.
Engineering discussions frequently end with action items and architectural commitments buried in unreviewed recordings or chat threads. Translating spoken consensus into Jira tickets with acceptance criteria wastes hours of developer and manager time.
Architected a 4-step pipeline: (1) Capture calls via Google Meet Chrome extension without intrusive bots; (2) Transcribe and extract decisions using Whisper and LLMs; (3) Review, approve, and publish tickets directly to Jira Cloud/Data Center and Trello backlogs; (4) Broadcast structured recaps to dedicated project Slack channels.
GeniSteps
Hardware-Accurate Step Tracking & Vitality Companion — 100% Local-First
A premium, 100% local-first mobile fitness and vitality companion for iOS and Android. Taps directly into Apple CoreMotion and Android sensor hubs for hardware-level precision with <1% battery overhead, lock-screen live counters, Duolingo-style streak freezes, and private SQLite storage—with zero subscriptions.
Mainstream pedometers drain device battery, lock essential 24-hour trends and data exports behind $39–$79/yr recurring subscriptions, and harvest sensitive biometric location and movement data to proprietary cloud servers.
Built a silicon-native motion engine with a 4th-order DSP bandpass filter (0.8–3.5 Hz) tuned to human gait biomechanics. Features silent lock-screen updates via >95% IPC throttling, natural stride pacing (~320ms), and 100% data sovereignty in on-device SQLite WAL mode.
DispatchLink
B2B Freight Marketplace Connecting Carriers & Dispatchers
A production freight marketplace designed to connect motor carriers, owner-operators, and freight dispatchers across the United States and Canada with real-time route matching and escrow settlements.
Freight dispatching is plagued by manual phone calls, untracked load confirmations, fragmented broker commissions, and slow escrow reconciliation.
Architected a unified real-time portal where carriers claim loads with automated geospatial radius search, live driver telemetry, and automated multi-tenant wallet payouts.
Kookabe AI Suite
Enterprise WhatsApp RAG Chatbot & Automated AI Voice Mail
An enterprise conversational platform integrating WhatsApp business channels with dense vector databases and synthetic voice transcription to automate 24/7 customer qualification.
Companies received hundreds of repetitive WhatsApp voice notes, PDFs, and product inquiries daily, resulting in 4-8 hour response delays and missed sales leads.
Built a hybrid RAG system with pgvector and Claude 3.7 that parses customer inquiries, searches internal PDF documentation, and generates accurate answers with human-handoff triggers.
How I Engineer Systems
Event-driven routing from edge ingestion through Redis backpressure, multi-agent evaluation, vector recall, and live SSE streaming.
LangGraph + LLM Reasoning Agent
Multi-Agent State Graph & Tool Execution
Executes dynamic routing graphs. Integrates hybrid RAG retrieval, AST syntax verification, and deterministic tool schemas.
const workflow = new StateGraph(AgentState)
.addNode("planner", planRoute)
.addNode("verifier", verifyLoadConstraints)
.addNode("synthesizer", generateDispatchAction)
.addEdge("planner", "verifier")
.addConditionalEdges("verifier", checkValid);AI Engineering
Production AI systems beyond simple chatbots.
Production RAG Systems
Enterprise retrieval-augmented generation architectures that eliminate hallucinations. Combining pgvector dense semantic embeddings with BM25 sparse keyword search, reciprocal rank fusion (RRF), and strict source attribution.
- Custom semantic chunking with metadata preservation
- Hybrid search: Dense vector embeddings + BM25 keyword matching
- Cohere / cross-encoder reranking layers for top-k precision
- Deterministic prompt templates enforcing source citations
Currently Building
Active engineering initiatives across production SaaS, open-source developer tooling, and conversational AI systems.
Planfluence & The Geni Solutions
Scaling Planfluence (AI meeting-to-backlog engine) and GeniSteps (local-first hardware pedometer) under The Geni Solutions studio.
CodeCraft & Developer Tooling
Building autonomous AI code generation tools and open-source scaffolding CLIs deployable on bare-metal Linux servers.
Enterprise AI & Voice Workflows
Architecting low-latency multi-agent state machines, hybrid RAG with pgvector, and automated WhatsApp voice transcription.
Core Technical Infrastructure
Categorized technologies backed by production implementations in commercial platforms and open-source tooling.
Frontend
Backend
Data & Storage
AI & Intelligence
Infrastructure & DevOps
Professional Experience
Proven track record founding SaaS startups, building scalable cloud architectures, and engineering high-throughput AI systems.
Founder & Lead Architect
2024 — PresentFounded and lead The Geni Solutions, an elite AI & software studio engineering autonomous LangGraph multi-agent workflows, enterprise RAG engines, and high-performance SaaS and mobile products.
Meetings into Momentum — AI Meeting Intelligence to Jira Backlogs
Zero-bot Google Meet capture, AI decision extraction & 1-click Jira/Trello tickets.
Hardware-Accurate Step Tracking & Vitality Companion
Native CoreMotion & sensor hub tracking, <1% battery, SQLite storage, zero subscriptions.
Audit workflows, define data schemas & AI architecture
Rapid POC agents, <200ms SLA & 99.4% precision
Production-ready microservices, UI & integrations
Security guardrails, fallback logic & telemetry
AI & Full-Stack Engineer
May 2026 — PresentDelivering production AI workflows, full-stack Next.js/NestJS platforms, and cloud DevOps systems for high-growth tech startups and international clients.
Software Engineer
May 2024 — Sep 2026Engineered distributed message queues, asynchronous background worker pipelines, and backend microservice modules for enterprise clients.
Salt Sore
Web Developer (Contract)
Oct 2023 — Feb 2024Built responsive web applications, custom interactive user interfaces, and performance optimizations for client websites.
Orbiological Pharmaceutical
Web Developer (Contract)
Jul 2023 — Oct 2023Delivered a pharmaceutical web portal, catalog database search, and compliant patient-facing user experience features.
Developer Tooling & OSS
Autonomous website builders, published NPM CLI scaffolding utilities, cloud deployment engines, and automated LLM code review bots.
AI Web Builder
CodeCraft
Open-source Lovable alternative — full-stack AI website builder that prompts, edits, and deploys production-ready apps directly to any VPS.
Published NPM Package
get-express-app
Published NPM CLI package solving developer scaffolding and boilerplate friction with production-ready Express.js and TypeScript templates.
Cloud Deployment Engine
Mini Vercel Clone
Custom cloud deployment engine with Node.js, Docker, AWS S3 & Webhooks for automated git-push builds and reverse-proxy routing.
Autonomous LLM Reviewer
GitHub PR Commenter
Automated LLM code reviewer bot for GitHub pull requests with syntax validation, static analysis, and actionable suggestions.
Engineering Notes
Deep dives into AI engineering, system design, backend architecture and production infrastructure.
Scaling APIs and Optimizing Response Times to Stay Under 500ms
Why 500ms matters at peak traffic: database query reduction, Prisma batching with include, Redis caching layers, and database index tuning.
Zero Downtime Deployments: Blue-Green Strategy with PM2 and GitHub Actions
Eliminating deployment downtime: orchestrating dual isolated environments, zero-drop Nginx reverse-proxy switching, and automated rollback workflows.
How to Deploy an Express.js App on an Ubuntu Server using PM2 and Nginx
Production server configuration from scratch: firewall hardening, PM2 process clustering, reverse proxy rules, and automated SSL certificate renewal.
How to Integrate an AI Chat System into Your App Using OpenAI or ChatGPT
Step-by-step architecture for conversational systems: streaming completions, session context memory, token optimization, and enterprise safety controls.
Why Work With Me
Factual differentiators rooted in shipping production code, architectural rigor, and reliable execution.
Production Experience
Proven track record founding and shipping real software systems. Not theoretical tutorials, but revenue-generating platforms handling real users, transactions, and background jobs.
Full-Stack Ownership
End-to-end technical execution: from system architecture, database schema design, and microservices to responsive frontend interfaces and automated deployment pipelines.
AI Grounded in Engineering
I treat AI as a deterministic software layer, not magic. Every LLM workflow is protected by structured schema validation (Zod/Pydantic), error boundaries, and state graph checks.
Systems Thinking
Deep understanding of distributed architectures: message queues (Kafka/BullMQ), caching layers (Redis), database indexing (PostgreSQL/MongoDB), and zero-downtime Linux deployments.
Reliable Remote Collaboration
Experienced in remote, async development with international teams. Clear documentation, transparent communication, and rapid turnaround on Upwork and direct contracts.
About Ahmed
Engineering scalable platforms, AI systems, and cloud infrastructure for technology startups and enterprise teams.
Muhammad Ahmed
Ahmed Ali Rana · TechAhmed
AI Engineer & Full-Stack Developer
I design and build software systems at the intersection of production product engineering, distributed backend infrastructure, and generative AI.
My background spans founding The Geni Solutions and shipping platforms like Planfluence (an AI meeting-to-backlog momentum SaaS) and GeniSteps (a local-first hardware pedometer), engineering high-throughput backend APIs, and architecting production Gen AI solutions.
In AI engineering, my focus is moving beyond simple conversational wrappers. I build deterministic multi-agent state machines with LangGraph, hybrid vector retrieval systems with pgvector, and automated workflow pipelines that eliminate operational friction.
Structured state machines, schema validation with Zod/Pydantic, and explicit fallback loops.
Redis queues, exponential retry backoff, dead-letter monitoring, and zero-downtime deployments.
End-to-end execution: database indexing, async API gateways, and low-latency frontend UIs.
Have a product or AI system to build?
Tell me what you're building and I can help with architecture, AI integration, full-stack development or automation.
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