{"id":28345194,"url":"https://github.com/sugapriya-k/final-year-project","last_synced_at":"2026-02-25T09:35:28.977Z","repository":{"id":295355050,"uuid":"988788636","full_name":"sugapriya-k/Final-Year-Project","owner":"sugapriya-k","description":"An AI-powered personal finance tracker to manage expenses, predict spending, and plan budgets using machine learning.","archived":false,"fork":false,"pushed_at":"2025-06-11T06:34:41.000Z","size":3904,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-11T07:41:15.648Z","etag":null,"topics":["ai","budget-tracker","data-visualization","final-year-project","finbert","gradient-boosting-decision-tree","lstm","ml","personal-finance-manager","postgresql","prophet-model","python","stanza","web-speech-api"],"latest_commit_sha":null,"homepage":"","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/sugapriya-k.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}},"created_at":"2025-05-23T04:39:29.000Z","updated_at":"2025-06-11T06:34:45.000Z","dependencies_parsed_at":"2025-05-26T12:48:50.891Z","dependency_job_id":null,"html_url":"https://github.com/sugapriya-k/Final-Year-Project","commit_stats":null,"previous_names":["sugapriya-k/final-year-project"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sugapriya-k/Final-Year-Project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sugapriya-k%2FFinal-Year-Project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sugapriya-k%2FFinal-Year-Project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sugapriya-k%2FFinal-Year-Project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sugapriya-k%2FFinal-Year-Project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sugapriya-k","download_url":"https://codeload.github.com/sugapriya-k/Final-Year-Project/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sugapriya-k%2FFinal-Year-Project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29816156,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-25T05:36:42.804Z","status":"ssl_error","status_checked_at":"2026-02-25T05:36:31.934Z","response_time":61,"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":["ai","budget-tracker","data-visualization","final-year-project","finbert","gradient-boosting-decision-tree","lstm","ml","personal-finance-manager","postgresql","prophet-model","python","stanza","web-speech-api"],"created_at":"2025-05-27T11:09:46.030Z","updated_at":"2026-02-25T09:35:28.973Z","avatar_url":"https://github.com/sugapriya-k.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🎓 Final Year Project: AI-Powered Personal Finance Tracker\n\nA Smart, AI-driven platform for modern personal finance management — combining voice input, receipt scanning, machine learning, and predictive analytics to help users take control of their financial future.\n\n---\n\n## 📘 Abstract\n\nIn today's fast-paced digital world, many individuals struggle with managing their finances due to the limitations of traditional budgeting tools and manual tracking. Our project — **AI-Powered Personal Finance Tracker** — presents an intelligent, accessible, and bank-independent solution for effortless financial management.\n\nThis platform uses cutting-edge technologies like **Tesseract OCR** for extracting transaction data from receipts, **FinBERT NLP** for intelligent expense categorization, and supports **voice-based transaction logging** via the **Web Speech API** and **Stanza**. For smarter budgeting and forecasting, it integrates **Gradient Boosted Decision Trees**, **Prophet**, and **LSTM models**.\n\nKey modules include **Group Expense Management** for shared finances, and **Celery-based Reminders** to notify users about bills. The system is built with a **Django backend** and a responsive **HTML + Tailwind CSS** frontend.\n\n---\n\n## 🚀 Key Features\n\n- 🧾 **Receipt Scanning:** Extract transaction data using Tesseract OCR.\n- 🗣️ **Voice Logging:** Add expenses using voice input with Web Speech API and Stanza.\n- 📊 **Smart Categorization:** FinBERT classifies expenses into intelligent categories.\n- 📈 **Forecasting Engine:** Uses Prophet + LSTM for financial trend prediction.\n- 💰 **AI Budgeting:** Gradient Boosted Decision Trees generate budget suggestions.\n- 👥 **Group Expenses:** Track and manage shared spending with others.\n- ⏰ **Bill Reminders:** Scheduled reminders using Celery and Redis.\n- 🖥️ **Dashboard:** Visualizes spending, forecasts, and trends for informed decisions.\n- 🔐 **Authentication:** Session-based login system ensures secure access.\n\n---\n\n## 🛠️ Tech Stack\n\n| Layer        | Technologies Used                                                                 |\n|--------------|------------------------------------------------------------------------------------|\n| Frontend     | HTML5, Tailwind CSS, JavaScript, Web Speech API                                   |\n| Backend      | Python, Django, Celery, Redis, SQLite                                              |\n| AI \u0026 ML      | Tesseract OCR, FinBERT (NLP), Stanza (NLP), Gradient Boosted Trees, Prophet, LSTM |                                |\n| Auth         | Django Sessions                                                                    |\n\n---\n\n## 📂 Folder Structure (Simplified)\n\nFinal-Year-Project/\n├── finance_tracker/ # Django project folder\n├── templates/ # HTML templates\n├── static/ # Tailwind CSS, JS, images\n├── receipts/ # Uploaded receipt images\n├── models/ # Trained ML models (Pickle format)\n├── celery.py # Task scheduling setup\n├── requirements.txt # Dependencies\n└── README.md # Project documentation\n\n\n---\n\n## ⚙️ Setup Instructions\n\n1. **Clone the Repository**\n   ```bash\n   git clone https://github.com/sugapriya-k/Final-Year-Project.git\n   cd Final-Year-Project\n2. **Create Virtual Environment**\n   ```bash\n   python -m venv venv\n   source venv/bin/activate  # On Windows: venv\\Scripts\\activate\n\n3. **Install Requirements**\n   ```bash\n   pip install -r requirements.txt\n   \n4. **Run Redis Server**\n    ```bash\n        redis-server\n\n5. **Start Celery Worker**\n    ```bash\n    celery -A finance_tracker worker --loglevel=info\n\n6. **Run Django Server**\n    ```bash\n    python manage.py migrate\n    python manage.py runserver\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsugapriya-k%2Ffinal-year-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsugapriya-k%2Ffinal-year-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsugapriya-k%2Ffinal-year-project/lists"}