Skip to content
View talha7k's full-sized avatar

Block or report talha7k

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
talha7k/README.md

Hi, I'm Talha πŸ‘‹

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.


πŸ€– AI & Agentic Engineering

  • ModelsDesk: Open-source Rust CLI that manages 9 local inference engines (MLX-DSpark, llama.cpp, vLLM, SGLang, TabbyAPI, Ollama…) 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.

πŸš€ Key Projects & Open Source

  • 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.

πŸ› οΈ Tech Stack

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

🌐 Connect with Me

πŸ’Ό GitHub Β· ✍️ Medium Β· πŸ”— LinkedIn


⭐ Star ModelsDesk if you run local LLMs β€” it helps others find it.

⭐ Star Kampodra if you manage VMs β€” it helps others find it.

Pinned Loading

  1. zatca zatca Public

    ZATCA Phase 2 e-invoicing integration for Saudi Arabia β€” TypeScript, framework-agnostic

    TypeScript 3 1

  2. kampodra kampodra Public

    Registry-free deployment CLI for single-VM container stacks over SSH (Podman + kamal-proxy)

    Go

  3. zatca-go zatca-go Public

    ZATCA (Fatoora) e-invoicing SDK for Go β€” TLV QR, invoice hashing, ECDSA P-1363, XAdES signed XML, authority client, BR-KSA validation, official-SDK conformance harness

    Go

  4. zatca-qr zatca-qr Public

    TypeScript

  5. modelsdesk modelsdesk Public

    One CLI to find, install, serve, and monitor local LLMs β€” macOS first, provider-agnostic core.

    Rust