Ivandir
Ndrio

AI Systems Architect and Researcher

Product & Technology leader with 19+ years of experience in computer science, data science, and cloud architecture. Building intuitive products that leverage AI to transform how humans interact with technology.

📍 Philadelphia, PA | Greater Philadelphia Area

Impact & Reach

17+ Years Exp
42+ Projects
4.3k GitHub Stars
AWS Certified

About Me

Experience, education, and professional achievements

Experience

  • 19+ years in computer science
    • Encoura, Anthology, Hobsons, Lockheed Martin
  • Engineering leadership
    • Teams of 25+, SAFe, Agile
  • Cloud architecture & DevOps
    • AWS, Azure, Terraform, CDK
  • Data science & ML/AI
    • Python, Pandas, Jupyter

Education

  • Stevens Institute of Technology
    • M.S. Computer Science
    • Machine Learning, Systems Architecture, DB Management
  • Penn State University
    • B.S. Computer Science (systems & algorithms)
    • B.S. Mathematics (AI & data science)

Certifications

  • AWS Solutions Architect
  • Associate Level (2020)
  • Credential: AWS00597224
  • Univa Grid Engine Admin

Technical Expertise

Core technologies and tools powering innovation

AI & Machine Learning

PyTorch Transformers Diffusers LLMs

Cloud & DevOps

AWS Azure Docker Kubernetes Terraform Ansible

Languages

Python Java C# C++

Development Tools

Unity3D Flutter Jenkins VSCode Jupyter

Web & Databases

Django PostgreSQL MySQL Bootstrap

Languages (Human)

English Greek Albanian Spanish

Featured Projects

Innovation in AI, developer tooling, and open source

bark-with-voice-clone

Advanced generative audio model with voice cloning capabilities. Enables text-to-speech synthesis with the ability to clone and replicate voice characteristics for natural-sounding audio generation.

Python PyTorch AI/ML Audio
⭐ Featured View →

Hydraspy

Python integration library for the Razer Hydra-Sixense motion controller. Provides a clean API for accessing motion tracking data and enabling VR/gaming applications.

Python VR Hardware Gaming
⭐ 5 stars View →

cyao2pdf

Utility for converting various document formats to PDF with high fidelity. Streamlines document processing workflows and ensures consistent output formatting.

Python PDF Automation
⭐ Featured View →

llmvip

Fully private, entirely in-browser LLM chatbot. Runs open-source models (Llama 3, Mistral, Phi) directly in your browser using WebGPU — no server, no data ever leaves your machine.

TypeScript WebGPU LLM Privacy
⭐ Featured View →

i66.org

A self-hosted library of 160+ curated shell commands for AWS, Azure, GCP, Kubernetes, Docker, and Terraform. Served from S3 and consumed by a minimal single-file Go CLI — your distributed cloud operations cheat sheet.

Go AWS CLI DevOps
⭐ Featured View →

More Projects

Explore 42+ repositories covering cloud architecture, AI/ML experiments, developer tools, and VR experiences. Active contributions with 4.3k+ stars across projects.

Open Source Various Tech
⭐ 4.3k total Browse All →

Essays & Simulations

Long-form thinking on technology, economics, and structural change

Beyond the Context Window

Claude Code's CLAUDE.md tells the AI how to work. But nothing tells it what's already built, what's in progress, or what comes next — until now. MASTERPLAN.md is the persistent project brain that survives context compression, structured like an Agile sprint board for AI work.

March 2026 Read →

Commoditization of Skills

An SRE's years of hard-won expertise — keyless OIDC deployment, IAM least-privilege, CDK stack design — can now be distilled into a 15-minute Claude Code prompt. What happens to specialized engineering value when superpowers become consumable AI skills, and who ends up writing the skills vs. running them?

March 2026 Read →

The 2028 Intelligence Displacement Scorecard

A sector-by-sector breakdown of who wins and who gets erased as AI agents eliminate "human friction." Compute owners, stablecoin rails, and data center landlords thrive. SaaS seat-counters, card networks, and middle management face structural collapse — and the market hasn't priced any of it yet.

February 2026 Read →

The Skill Stack: Claude Code Custom Skills as Organizational Superpowers

Custom skills in Claude Code aren't prompts — they're codified institutional knowledge that compounds. Skill chaining turns individual expertise into team infrastructure, collapses onboarding time, and creates a productivity gap between adopters and laggards that widens every quarter.

February 2026 Read →

The Bot Flood: When 4.6 Billion Phones Became AI Factories

Open-weight AI running on consumer phones doesn't just democratize intelligence—it democratizes spam. With 4.6 billion mobile internet users and zero marginal cost per message, the signal-to-noise ratio of the internet is approaching collapse. Here's what that looks like, and how to protect yourself.

February 2026 Read →

How a Markdown File Exposed a $285B Structural Break

When Anthropic released a 200-line legal contract plugin, $285 billion in SaaS market cap evaporated in 48 hours. The crash wasn't about the plugin—it revealed that the per-seat pricing model was already broken.

February 2026 Read →

AI Economic Simulation, 10-Year Outlook vs. The Great Depression

A decade-long simulation of an economy where AI destroys white-collar job value and absorbs the majority of investment capital—compared directly to the Great Depression.

January 2026 Read →

LLM Coding Agents: A Phase Shift in Software Engineering

How agentic LLM workflows crossed a coherence threshold in late 2025—reshaping how engineers build software, where the real leverage comes from, and why human verification is now the core bottleneck.

January 2026 Read →