Systems Architect & Full-Stack Lead Engineer β building agentic AI workflows, local-first LLM tooling, cloud-native platforms, and the operational resilience to keep them running.
- ModelsDesk: Open-source Rust CLI that manages 9 local inference engines (MLX-DSpark, llama.cpp, vLLM, SGLang, TabbyAPI, Ollamaβ¦) with auto-configuring speculative decoding β it picks the right DSpark/DFlash drafter head for your model, zero config. One command wires the local server into 9 coding agents (jcode, Codex CLI, OpenCode, Zed, Cline, goose, aider, crush, Continue). Published to npm + crates.io.
npm install -g modelsdesk # 60 tok/s from a 2B model on a 16GB Mac - Agentic Workflows: Autonomous agentic loops, function-calling pipelines, RAG systems, and structured AI integrations in production.
- Kampodra: AI-native, registry-free deployment engine in Go β built as a deterministic tool layer for AI DevOps agents: SSH-pipelined container deploys, zero-downtime blue/green swaps, and autonomous safety guardrails (post-deploy health gates auto-rollback bad releases before they hit live traffic).
go install github.com/talha7k/kampodra@latest # deploy + verify in seconds, no registry, no k8s - @talha7k/zatca: Production ZATCA e-invoicing compliance library for Saudi Arabia β Phase 1 & 2 (UBL generation, cryptographic stamping, QR codes, ZATCA portal integration). Used by real invoicing systems.
npm install @talha7k/zatca # Fatoora compliance in a box - Multi-Tenant SaaS: Architect behind eSellar (ERP/POS), MyWor1d (marketplace engine), and cross-platform apps on React Native / Expo.
| AI & LLMs | Agentic frameworks, Tool/Function Calling, RAG, Speculative Decoding, OpenAI/Anthropic APIs |
| Languages | Rust | Go | TypeScript | Node.js | Python |
| Mobile & Web | React Native | Expo | React | Modern Web Frameworks |
| Backend & Cloud | PostgreSQL | MySQL | REST APIs | Event-Driven & Distributed Systems |
| DevOps & Reliability | Docker | CI/CD Automation | SRE / Root Cause Analysis | Linux Infrastructure |
πΌ GitHub Β· βοΈ Medium Β· π LinkedIn
β Star ModelsDesk if you run local LLMs β it helps others find it.
β Star Kampodra if you manage VMs β it helps others find it.