TECHNICAL SKILLS MATRIX
PROGRAMMING LANGUAGES
[09] Python Primary scripting, AI/ML pipelines, TUI development
TypeScript / JS Full-stack web apps, AST tooling, React/Next.js
C / C++ Low-level systems, CUDA kernels, HPC optimization
Rust Memory-safe tooling, WASM compilation (Tauri)
Go Concurrent microservices, CLI development
Zig Systems programming, drop-in C compiler replacement
Bash / Zsh CI/CD automation, Unix environment scripting
SQL PostgreSQL schema design, advanced querying
Java Desktop app development (JavaFX), legacy systems
AI & HPC
[07] PyTorch & JAX Deep learning model architecture, training, and
fine-tuning
Inference Engines vLLM, SGLang, llama.cpp, TensorRT-LLM
CUDA & GPU NVIDIA Blackwell/Hopper compute, kernel
optimization
Apple Silicon (MLX) Unified memory ML acceleration on ARM64
Computer Vision OpenCV, YOLO, edge inference (NVIDIA Jetson)
Cluster Management Distributed CUDA, NCCL, RDMA networking
NLP & LLM Ops Transformers, SGLang, vLLM, Llama.cpp, LoRA/QLoRA
fine-tuning, Agentic RAG
INFRASTRUCTURE & DEVOPS
[06] Containerization Docker, LXC
Virtualization Proxmox VE, KVM/QEMU, clustered hypervisors
IaC & Automation Terraform, Ansible, GitHub Actions, CI/CD pipelines
Networking Tailscale (WireGuard), Nginx, Caddy, Cloudflare
Observability Grafana dashboards, Prometheus metrics, Loki logs, OpenTelemetry
OS & Environments Linux (Debian/Arch/RHEL), macOS (Darwin), POSIX
WEB, CLOUD & DATABASES
[06] Frameworks Next.js, React, Astro, Svelte, Tailwind CSS
Backend & Runtimes Node.js, Bun, FastAPI, tRPC, REST APIs
Cross-Platform Electron, Electrobun, WebAssembly (WASM)
Relational DBs SQL, PostgreSQL (w/ pgvector), SQLite, Drizzle ORM
NoSQL & Vector MongoDB, Redis, ChromaDB
Cloud Providers Linode, Vercel, Cloudflare, GCP, Azure, Hetzner
SYSTEM ARCHITECTURE
[02] Instruction Sets ARM64 (Apple M-series, Jetson), AMD64/x86-64,
RISC-V
Optimization SIMD vectorization, cross-compilation