Software, machine learning tooling, and full-stack product work with a strong focus on Intel OpenVINO workflows, model compatibility, and production-minded web applications.
systems first / evidence always / private source protected
The strongest technical thread in this portfolio is around Intel acceleration paths, Hugging Face tooling, compact model fixtures, and validation workflows.
Public-facing work around model export, quantization, and OpenVINO Runtime paths for transformer and diffusion workloads on Intel architectures.
Private repository covering a compact MiniCPM-o-2_6 fixture, validation scripts, and Optimum Intel compatibility checks. The public case study summarizes the architecture without exposing private source.
A project map for technical review: public work, private summaries, and proof points without source dumps.
OpenVINO export and optimization workflows for Hugging Face Transformers and Diffusers on Intel hardware.
Compact model generation, validation, and compatibility testing for Optimum Intel workflows.
Community safety platform with React, Express, JWT auth, WebSockets, PWA support, reports, SOS workflows, alerts, points, and vouchers.
Public product repository and live website tracked in the portfolio catalog with scope and review notes.
Private project represented through a concise, employer-safe case study.
Client-facing and product websites delivered as live public surfaces, listed separately from source repositories so employers can inspect the actual shipped work.
03 live surfaces
The portfolio follows a public-review standard: clean commit messages, scoped case studies, no local environment files, no secrets, no large generated artifacts, and no raw private source in the public repository.
Focused commits, clean names, and implementation notes that review well.
Validation notes are included when the project scope justifies them.
Case studies describe scope, boundaries, decisions, and tradeoffs.
No credentials, caches, local environment files, or private source dumps.
Public links, case pages, and repository hygiene stay aligned over time.