BUILDING INTELLIGENT SYSTEMS FROM MODEL → API → INFRASTRUCTURE → INTERFACE
NAME Malik Taimoor Awan
HANDLE 6t9xstar
LOCATION Lahore, Pakistan
FOCUS AI · Full-Stack · Cybersecurity · Automation
MISSION Build fast, useful and scalable intelligent systems.
I build software across the stack — from AI model architecture and inference to backend systems, automation engines, desktop applications and infrastructure.
My work is currently centered around:
- 🧠 Artificial Intelligence & foundation-model experimentation
- 🦀 High-performance backend systems
- ⚡ Local and CPU-efficient AI inference
- 🌐 Full-stack SaaS architecture
- 🤖 Browser and workflow automation
- 🔐 Cybersecurity and secure system design
- 📡 APIs, distributed services and data infrastructure
I don't just build interfaces. I build the systems behind them.
Open-Source Foundation Model Architecture & AI Platform
MODEL · TRAINING · INFERENCE · RUST API · DESKTOP · RAG
MAR is inspired by the Markhor and is being developed as an open-source AI ecosystem from Pakistan.
It combines a modern decoder-only Transformer architecture with a complete application stack:
┌─────────────────┐
│ MAR AI │
│ FOUNDATION │
└────────┬────────┘
│
┌────────────────────┼────────────────────┐
│ │ │
▼ ▼ ▼
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ TRAINING │ │ INFERENCE │ │ KNOWLEDGE │
│ PyTorch │ │ llama.cpp │ │ RAG │
│ Tokenizer │ │ GGUF │ │ Vector DB │
└──────┬──────┘ └──────┬──────┘ └──────┬──────┘
│ │ │
└────────────────────┼────────────────────┘
│
▼
┌─────────────────┐
│ RUST CORE │
│ Axum · APIs │
└────────┬────────┘
│
▼
┌─────────────────┐
│ SOLIDJS │
│ TAURI 2.x │
│ DESKTOP │
└─────────────────┘
GQA · RoPE · SwiGLU · RMSNorm · BPE · GGUF · llama.cpp
research:
- foundation models
- efficient local inference
- retrieval augmented generation
- AI agent architecture
engineering:
- Rust backend systems
- TypeScript applications
- distributed APIs
- desktop AI
- automation infrastructure
security:
- penetration testing
- threat analysis
- application security
- secure architecture
building:
- MAR 1.0
- AI infrastructure
- B2B SaaS
- automation engines
|
|
|
|
PyTorch · Pandas · LLM Architecture · GGUF · llama.cpp · RAG · Vector Search · pgvector
SolidJS · Tauri · React Native
Axum · REST · WebSockets · Async Rust
Playwright · Selenium · GitHub Actions · CI/CD
Cybersecurity is part of how I approach engineering — not an afterthought.
┌──────────────────────────────────────────────────────┐
│ SECURITY INTERESTS │
├──────────────────────────────────────────────────────┤
│ │
│ Application Security → Secure software design │
│ Penetration Testing → Controlled assessment │
│ Threat Analysis → Attack surface review │
│ Web Security → Modern web threats │
│ Cloud Security → Infrastructure design │
│ API Security → Authentication & ACL │
│ Secure Architecture → Defense in depth │
│ │
└──────────────────────────────────────────────────────┘
My security work and research are intended for authorized testing, defensive engineering and education.
I enjoy replacing repetitive workflows with software.
while repetitive_work:
identify_bottleneck()
design_system()
automate()
measure()
optimize()Areas I work with include:
Browser Automation
Playwright · Selenium
Data Pipelines
Python · Go · Rust
Business Automation
APIs · Workers · Schedulers · Queues
AI Automation
LLMs · RAG · Agents · Tool Integration
CLIENT
│
▼
┌──────────────┐
│ EDGE / CDN │
│ Cloudflare │
└──────┬───────┘
│
▼
┌──────────────┐
│ API GATEWAY │
└──────┬───────┘
│
├──────────────┬───────────────┐
▼ ▼ ▼
┌───────────┐ ┌───────────┐ ┌───────────┐
│ AI ENGINE │ │ SERVICES │ │ WORKERS │
└─────┬─────┘ └─────┬─────┘ └─────┬─────┘
│ │ │
└───────────────┼───────────────┘
▼
┌───────────────┐
│ DATA LAYER │
│ SQL · Vector │
│ Cache · Search│
└───────────────┘
$ ./mission.sh
> BUILD systems that solve real problems.
> LEARN what happens below the abstraction layer.
> AUTOMATE what should not require human repetition.
> SECURE everything exposed to the outside world.
> OPEN-SOURCE what can help other builders.
> KEEP SHIPPING.
