Skip to content
View cesardushime's full-sized avatar
🎯
On it!
🎯
On it!

Highlights

  • Pro

Block or report cesardushime

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
cesardushime/README.md

πŸ‘‹ Hi there, I'm Cesar Dushimimana!

πŸ“Œ About Me

I'm an aspiring AI Developer & Data Scientist passionate about building smart, ethical, and impactful solutions using machine learning, data automation, and generative AI.

Currently pursuing a BSc in Artificial Intelligence & Management at Luiss Guido Carli University in Rome, Italy (Class of 2027).

πŸ§‘β€πŸ’Ό Experience Highlights:

  • 🧠 Data Science & Analytics Intern – Future Interns (Remote, India)
    β†’ Built a Loan Approval Prediction Model using scikit-learn and Naive Bayes on a 250K+ loan dataset, achieving 83% accuracy after thorough preprocessing and feature engineering.
    β†’ Conducted EDA on datasets like Titanic using Python libraries and created visual dashboards using Power BI.

  • πŸ’Ό Learning & Development Intern – BAG Technologies (Kigali, Rwanda)
    β†’ Integrated LLM tools to automate simulation content and match degree-specific resources for 15,000+ students.
    β†’ Helped set up an AI-augmented brainstorming space with stakeholders, aiding simulations that supported 600+ youth into employment.
    β†’ Built a central database of 1,000 career pathways and analyzed roles from 100+ companies to develop gamified job simulations used by 20,000+ users.


πŸ’Ό Key Projects

  • 🧠 YouTube-to-Blog Generator Web App
    (Tech: YoutubeDL, AssemblyAI, ChatGPT API, Gemini)
    Converts YouTube videos into well-structured blog articles using multimodal AI.

  • πŸ“Š Loan Approval Prediction Model
    (Naive Bayes classifier β€” 83% accuracy)
    Trained on financial & demographic data to automate loan risk scoring.


βš™οΈ Tech Stack

  • Languages & Libraries: Python, SQL, R, MATLAB, HTML/CSS
  • AI & Data Science: scikit-learn, Pandas, NumPy, Seaborn, Matplotlib
  • Cloud & BI Tools: BigQuery, Power BI, Google Colab
  • Automation & Workflow Tools: Power Automate, Zapier, ClickUp, GitHub Copilot
  • Frameworks: Django, Streamlit (learning), LangChain, LlamaIndex
  • Platforms: Jupyter Notebooks, Anaconda, GitHub

πŸš€ Currently Learning

  • Building full-stack AI apps with Streamlit, LangChain, LlamaIndex, and vector databases
  • Prompt engineering, Copilot, and AI-driven automation
  • Ethical AI and responsible deployment practices

🀝 Looking to Collaborate On

  • Open-source AI & Data projects
  • AI for social impact (EdTech, HealthTech)
  • Data storytelling and intelligent automation tools

πŸ’¬ Ask Me About

  • Python, SQL, R, and MATLAB
  • Data Analysis, Visualization & ML
  • Workflow automation with Power Automate, Zapier, and ClickUp
  • AI integration into real-world applications

πŸ“« How to Reach Me


⚑ Fun Fact

I’m a touch typing geek – when I’m not coding, I’m typing just for fun, reading essays, or listening to long-form podcasts.


πŸ“Š GitHub Stats

Cesar's GitHub Stats_

Pinned Loading

  1. Data_Analysis_Projects Data_Analysis_Projects Public

    Explore a collection of data analysis projects spanning healthcare, gaming, and business, including breast cancer prediction, game review trends, and sales insights, showcasing the power of data to…

    Jupyter Notebook

  2. Loan_Approval-Predicton_Model Loan_Approval-Predicton_Model Public

    Loan Approval Prediction Model that predicts whether a loan application will be approved based on various factors, including applicant income, loan amount, credit history, and more

    Jupyter Notebook

  3. YouTube_to_Blog_Generator YouTube_to_Blog_Generator Public

    A fullstack web app that generates a blog post from a YouTube link.

    Python 1

  4. ByteBot-Neural-Chats-Chatbots- ByteBot-Neural-Chats-Chatbots- Public

    blog generator chatbot using openai API

    Python 1

  5. Automated-Mass-Email-Sender Automated-Mass-Email-Sender Public

    Sending email with a single click using Python.

    Python

  6. Automated-YouTube-Downloader Automated-YouTube-Downloader Public

    Downloading YouTube videos using python

    Python