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Each project case study demonstrates the objective or problem, my contribution, and evidence-backed results in no more than a 5 minute read.

4 projects · 4 featured

Featured
AI Infrastructure and Backend Engineering · 2026 Local LLM Agent Evaluation on SWE-bench Built an instrumented, locally hosted coding-agent prototype; ran exploratory batches covering 80 nominal model–issue combinations across five SWE-bench Verified tasks and confirmed one resolved issue.
Python (standard library)llama.cpp / OpenAI-compatible HTTP APIQwen2.5, Qwen3, and Devstral Small 2ripgrep +3
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Featured
Statistical Modeling and Systems Engineering · 2026 Bandwidth Usage Modeling and Reporting Packaged a system that scores homelab traffic against a residential usage model and produces dated JSON and one-page reports.
PythonSciPyJupyterpfSense/vnStat +3
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Featured
Backend and Data Engineering · 2026 TLD Reputation Analysis Converted a Python and SQLite TLD abuse analysis dashboard into a static portfolio demo backed by versioned JSON exports.
PythonSQLiteAstroTypeScript +1
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Featured
Android Integration and Data Engineering · 2026 Android Weather App Helped deliver a functioning Android weather app by preparing place data, analyzing nearby-city coverage, integrating settings, and replacing fragile Gemini response parsing with structured JSON.
Android / JavaPythonSciPy cKDTreeNOAA METAR observations +2
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© 2026 Ari Foster
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