Skills Progression Map

This page includes only the skills and outcomes that are directly evidenced in this internship project and the weekly/day logs.

Canonical source: this page is the maintained version of the skills map for the whole site.

Project-Relevant Skills

Model and Experimentation

Vision-Language workflow implementation and evaluation
Prompt reliability analysis and consistency tracking
Hyperparameter tuning and trial/result comparison

Backend Engineering

FastAPI endpoints for job lifecycle management
Background run orchestration with status and log APIs
Process control hardening (including stop/cleanup behavior)

Frontend and UX

Svelte/SvelteKit dashboard development
Live logs, trial views, and version-aware visualization UX
Incremental improvements for reliability and usability

MLOps and Runtime Infrastructure

Local-to-remote training workflow integration
Hugging Face Jobs log polling and result sync
Reproducible run metadata handling from structured artifacts

Data and Tooling

Python-first implementation for training/control-plane logic
JSON-based experiment metadata parsing and display
Documentation-first workflow for repeatable handoff and maintenance

Evidence From This Project

Training Control Plane MVP with start/list/status/logs/stop flows
Remote log ingestion and synchronization improvements
Model promotion workflow from best-trial outputs to final training
Timeline dashboards and auto-generated site navigation/content updates

Scope Note

This page intentionally excludes unrelated achievements and non-project systems to keep the portfolio aligned with the actual code and logs in this repository.