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

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 →