{"id":51241007,"url":"https://github.com/celpha2svx/celpha2svx","last_synced_at":"2026-06-29T00:03:22.000Z","repository":{"id":358869210,"uuid":"1171546445","full_name":"celpha2svx/celpha2svx","owner":"celpha2svx","description":"My profile","archived":false,"fork":false,"pushed_at":"2026-06-05T22:57:59.000Z","size":10,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-06T00:20:15.021Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/celpha2svx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-03-03T10:54:26.000Z","updated_at":"2026-06-05T22:58:02.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/celpha2svx/celpha2svx","commit_stats":null,"previous_names":["celpha2svx/celpha2svx"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/celpha2svx/celpha2svx","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/celpha2svx%2Fcelpha2svx","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/celpha2svx%2Fcelpha2svx/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/celpha2svx%2Fcelpha2svx/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/celpha2svx%2Fcelpha2svx/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/celpha2svx","download_url":"https://codeload.github.com/celpha2svx/celpha2svx/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/celpha2svx%2Fcelpha2svx/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34907985,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-28T02:00:05.809Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-29T00:03:21.216Z","updated_at":"2026-06-29T00:03:21.993Z","avatar_url":"https://github.com/celpha2svx.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eAfeez Ademuyiwa\u003c/h1\u003e\n\u003cp align=\"center\"\u003e\n  \u003cstrong\u003eData Scientist | Systems Researcher | Builder\u003c/strong\u003e\u003cbr\u003e\n  \u003cem\u003eFrom statistical models to processor architecture.\u003c/em\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/celpha2svx\"\u003eGitHub\u003c/a\u003e • \n  \u003ca href=\"https://www.linkedin.com/in/celpha2svx\"\u003eLinkedIn\u003c/a\u003e • \n  \u003ca href=\"mailto:ademuyiwaafeez077@gmail.com\"\u003eEmail\u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n## About\n\nI build systems that are theoretically grounded and practically deployable. My work spans two core domains: Applied Intelligence (data science, fraud analytics, quantitative systems) and Foundational Systems (processor design, OS, developer tooling). \n\nResearch Interests: Computer Architecture • RISC-V Extensions • Operating Systems • ML Systems • Financial Engineering • Quantitative AI\n\n---\n\n## Projects\n\n### Data Science\n\nSentinel | Real-time Nigerian transaction fraud detection with real-time scoring. Achieved 96.7% AUC-ROC with SHAP-based explainability.  \nPython FastAPI XGBoost SHAP Google Cloud  \n[Live API Docs](https://alpha-7g3-sentinel-fraud-detection.hf.space/docs) • [Source Code](https://github.com/celpha2svx/sentinel-fraud-detection)\n\n### Systems Research\n\nMatrix-RISCV | Custom RISC-V matrix multiplication extension for ML on constrained hardware. Achieved 50% fewer instructions optimized for edge environments. *(arXiv manuscript in prep)*  \nC RISC-V Assembly Computer Architecture  \n[Source Code](https://github.com/celpha2svx/matrix-riscv)\n\n### Developer Infrastructure\n\nSolvix | CLI for analyzing software systems before AI intervention. Evaluated on 31 real-world repos with an engineering-first approach.  \nPython CLI Static Analysis  \n[Source Code](https://github.com/celpha2svx/solvix)\n\n---\n\n## Current Focus\n\n- WorldQuant University — Data Science Lab\n- Preparing for MSc in Financial Engineering\n- Advancing Matrix-RISCV research and developing Solvix into production\n\n---\n\n## Tech Stack\n\n| Domain | Technologies |\n| :--- | :--- |\n| Languages | Python C C++ SQL |\n| Data \u0026 ML | Pandas NumPy Scikit-learn XGBoost SHAP FastAPI |\n| Systems | RISC-V Computer Architecture Operating Systems Linux |\n| Tools | Git GitHub Google Cloud Jupyter |\n\n---\n\n\u003cp align=\"center\"\u003e\n  \u003cem\u003eOpen to data science roles, research collaborations, engineering projects, and technical conversations.\u003c/em\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcelpha2svx%2Fcelpha2svx","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcelpha2svx%2Fcelpha2svx","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcelpha2svx%2Fcelpha2svx/lists"}