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  • Saint Jean School of Management
  • YaoundĂ©
  • 23:56 (UTC -12:00)

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Daniel-200600/README.md

Daniel Tchomtchi

Master 1 Business Intelligence student · Data Analytics, Python & Financial Data Yaoundé, Cameroon · LinkedIn · tchomtchidaniel@gmail.com

I build Python tools that turn raw financial and operational data into something people can use: dashboards, controls, indicators and ready-to-share reports. I am especially interested in payment systems, banking data and decision support.

En bref Étudiant en Master 1 Business Intelligence à l'IUSJ, titulaire d'une Licence en Management et Techniques Quantitatives (mémoire soutenu avec la mention « Excellent », septembre 2026). Je développe des applications Python orientées analyse de données, automatisation et reporting, en particulier pour la finance et les systèmes de paiement.

Background

  • Data / Payment Systems intern — BEAC, Payment Systems and Instruments Department (Jun–Aug 2026). Designed DAN, an application that structures and automates part of the off-site (document-based) supervision of payment systems. The public repository below is an independent demo on synthetic data.
  • Intern — Africa Finance (Jul–Aug 2025) and Afriland First Bank (Jul–Aug 2024): customer relations, account opening and management.
  • Startup Weekend IUSJ 2026 — First Prize, technical lead of the Health Care project.
  • Education — Master 1 Business Intelligence (in progress) and Licence in Management & Quantitative Techniques (2023–2026), Institut Universitaire Saint Jean du Cameroun (IUSJ).

Featured projects

Project What it does Stack
dan-payment-risk-analysis Turns monthly payment-system reporting forms into risk scores, incident analysis and Word/PDF reports. Synthetic demo data, 200+ tests and CI. Python, Streamlit, pandas, python-docx, pytest
gestion-salaires Teacher payroll management: pay-period cycle, payroll controls, Word payslips, Excel accounting exports, roles and audit trail. 1,300+ tests and CI. Python, Streamlit, SQLite, openpyxl, python-docx, pytest
consolidateur-liasses-paiements Local app that consolidates multi-sheet Excel payment-statistics returns, computes indicators, draws charts and exports the results. Optional local LLM (Ollama) only labels template rows, never touches amounts. Python, Streamlit, pandas, Plotly, openpyxl

Machine-learning practice projects

Project What it does Stack
prediction_fraude Credit-card fraud detection: class-imbalance handling (SMOTE & co.), model comparison, evaluation metrics. scikit-learn, imbalanced-learn, Streamlit
projet_census1 Predicts whether income exceeds 50K USD from Census data, comparing several classifiers. scikit-learn, Streamlit
depression-prediction-app Student depression risk score from lifestyle and academic factors (educational project). scikit-learn, Streamlit
iris-dashboard-ia9 Interactive exploration and species prediction on the Iris dataset. Streamlit, seaborn

Coding activity

Daily hours and work sessions: work log (updated every night from WakaTime).

Skills

Used in my projects: Python · pandas · NumPy · Streamlit · SQLite · scikit-learn · Plotly · matplotlib · seaborn · openpyxl · python-docx · pytest · Git & GitHub Actions

Currently strengthening: SQL · statistics · Power BI · time series

Languages: French (native) · English (B1) · German (beginner)

Popular repositories Loading

  1. iris-dashboard-ia9 iris-dashboard-ia9 Public

    Interactive Streamlit dashboard on the Iris dataset: exploration, visualisation and species prediction.

    Python 2

  2. projet_census1 projet_census1 Public

    Streamlit app predicting whether income exceeds 50K USD from Census data, with model comparison.

    Python 1

  3. prediction_fraude prediction_fraude Public

    Streamlit app for credit card fraud detection: imbalance handling (SMOTE & co.), model comparison and metrics.

    Python

  4. depression-prediction-app depression-prediction-app Public

    Streamlit app predicting a student depression risk score from lifestyle and academic factors (Random Forest).

    Python

  5. dan-payment-risk-analysis dan-payment-risk-analysis Public

    Streamlit dashboard turning monthly payment-system reporting forms into risk scores, incident analysis and Word/PDF reports (synthetic demo data).

    Python

  6. Daniel-200600 Daniel-200600 Public

    Profile README

    Python