{"id":25555256,"url":"https://github.com/julientoucoula17/wallet17","last_synced_at":"2026-04-28T21:32:25.052Z","repository":{"id":276996824,"uuid":"483244819","full_name":"julientoucoula17/wallet17","owner":"julientoucoula17","description":"Guided Asset Portfolio Allocation Platform with Machine Learning 📈","archived":false,"fork":false,"pushed_at":"2026-02-27T00:41:04.000Z","size":8,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-02-27T07:43:46.227Z","etag":null,"topics":["flask","mlflow","python","yfinance-api"],"latest_commit_sha":null,"homepage":"https://julientoucoula17.github.io/wallet17/","language":"HTML","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/julientoucoula17.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}},"created_at":"2022-04-19T12:51:19.000Z","updated_at":"2026-02-27T00:41:40.000Z","dependencies_parsed_at":"2025-02-11T15:42:24.613Z","dependency_job_id":"d3fc393a-32ca-421f-88c0-83bf699d3abe","html_url":"https://github.com/julientoucoula17/wallet17","commit_stats":null,"previous_names":["julientoucoula17/wallet17"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/julientoucoula17/wallet17","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/julientoucoula17%2Fwallet17","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/julientoucoula17%2Fwallet17/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/julientoucoula17%2Fwallet17/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/julientoucoula17%2Fwallet17/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/julientoucoula17","download_url":"https://codeload.github.com/julientoucoula17/wallet17/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/julientoucoula17%2Fwallet17/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32400861,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T19:38:08.556Z","status":"ssl_error","status_checked_at":"2026-04-28T19:37:55.688Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["flask","mlflow","python","yfinance-api"],"created_at":"2025-02-20T13:58:07.697Z","updated_at":"2026-04-28T21:32:25.045Z","avatar_url":"https://github.com/julientoucoula17.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003e Wallet17 - Guided Asset Portfolio Allocation Platform with Machine Learning\u003c/h1\u003e\n\n## Context\nDeveloped a scalable web application for guided portfolio allocation using deep learning and optimization to maximize risk-adjusted returns. Designed for finance, banking, and insurance with compliance, auditability, and operational efficiency.\n\n## Objective\nAutomate and enhance asset allocation strategies by integrating real-time market data, LSTM predictive modeling, and a secure interface tailored to investor profiles.\n\n## Business Value\n- Improved decision-making via historical trends + ML forecasts.\n- Reduced allocation/rebalancing time and operational risk.\n- Compliance-ready with full traceability of decisions and changes.\n- Adaptable to wealth management and insurance investment strategies.\n\n## Technical Stack\n- Backend \u0026 API: Python 3, Flask (RESTful)\n- ML: LSTM forecasting, custom optimization engine\n- Data Sources: yfinance, custom inference API\n- Database: PostgreSQL, SQLAlchemy ORM, S3-compatible storage\n- MLOps: MLflow for tracking, model versioning, reproducibility\n- Deployment: Dockerized for scalable production\n\n## Key Features\n- Real-time data retrieval, preprocessing, and forecasting\n- Allocation based on investor profile, forecasts, and risk optimization\n- Role-based authentication, secure access, model version control\n- End-to-end audit trail for allocations and decisions\n\n## Role \u0026 Delivery\nAgile team of four; contributed to ML pipeline (LSTM), backend integration, DB design, and deployment automation. Applied CI/CD for reliable releases.\n\n## Team contributors\nG. Richard, J. Jaewook, T. Steve, C. Samuel\n\n## References\n- https://www.kdnuggets.com/2019/06/optimization-python-money-risk.html\n- https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2740027\n- https://www.pragcap.com/\n- https://disciplinefunds.com/what-is-the-discipline-fund/\n- https://www.tensorflow.org/tutorials/structured_data/time_series\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjulientoucoula17%2Fwallet17","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjulientoucoula17%2Fwallet17","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjulientoucoula17%2Fwallet17/lists"}