Machine Learning

Koffi Danhounsrou

Mobile +1-385-***-**** E-mail: *****.****@*****.***

Location: Salt Lake City, Ut 84115 LinkedIn: https://www.linkedin.com/in/boris-koffi-danhounsrou GitHub: https://github.com/Koffidanh/ Website: https://kurasoftwareanddevelopment.web.app/ A R E A S OF E X P E R T I S E

Problem-Solving

API integration

UI/UX Design

Cloud service

Version Contol

Leadership And Management

Python

Java

JavaScript

C++

SQL/MongoDB

TECHNICAL

Java, C++, C#, JavaScript, SQL, NoSQL

(MongoDB), React.js, Node.js

PyTorch, Pandas, Scikit-learn, Data

Visualization (D3.js)

GitHub, AWS, Qt, SFML,Firebase

Problem-solving, Algorithm design,

Cross-functional collaboration

CERTIFICATE

Full Stack Web Development, University of

Utah School of Computing

Dynamic and results-driven Software Engineer with a comprehensive background in software development, data science, and data analytics, delivering innovative solutions across various domains. Proficient in multiple programming languages, including Python, Java, JavaScript, and C++, with strong expertise in designing and implementing efficient algorithms to solve complex technical problems.

Skilled in database management, leveraging SQL and MongoDB to handle large-scale data operations and ensure optimal performance, expertise in machine learning, predictive modeling, and data visualization. Proficient in Python, PyTorch, and React.js, with hands-on experience using advanced analytics techniques to develop actionable solutions

Extensive experience in API integration and development, enabling seamless communication between systems, and in UI/UX design, creating intuitive, user-friendly interfaces that enhance customer experiences. Well-versed in utilizing cloud services such as AWS, Azure, and Google Cloud to build scalable, reliable, and cost-efficient solutions. Familiar with industry-standard version control systems like Git, ensuring robust code management and team collaboration.

Passionate about leveraging machine learning and advanced data science techniques to derive actionable insights, optimize processes, and create impactful software applications. Demonstrates a proactive approach to problem-solving, strong analytical thinking, and a commitment to delivering high-quality, timely results in fast-paced, collaborative environments. Key Competencies and Tools:

● Programming Languages: Python, Java, JavaScript, C++

● Data Management: SQL, MongoDB, ETL processes

● Problem Solving: Algorithm design, debugging, and optimization

● API Integration: RESTful and GraphQL API design and development

● UI/UX Design: Wireframing, prototyping, responsive design

● Cloud Services: AWS (EC2, S3, Lambda), Azure, Google Cloud

● Version Control: Git, GitHub, GitLab, Bitbucket

● Machine Learning: Data preprocessing, model development, deployment

● Data Analytics: Visualization (Tableau, Power BI), statistical modeling W O R K E X P E R I E N C E

Stock Predictor Web App Live demo Github Repo

● Designed and implemented a stock price prediction model utilizing advanced machine learning algorithms, including RNN, LSTM, and feedforward neural networks, in PyTorch.

● Performed in-depth analysis of historical stock data and applied financial indicators such as RSI and EMA to optimize feature engineering and improve prediction accuracy.

● Built an end-to-end data pipeline integrating yfinance for data collection, preprocessing workflows, and MongoDB for efficient result storage and retrieval. Engineered a scalable multi-ticker forecasting system to predict stock prices for multiple assets, including AAPL, MSFT, and SPY.

● Achieved MAE of X on validation set

● Predicted next-day prices for 8+ major tickers (AAPL, SPY, MSFT) with 80% directional accuracy Car Racing Game Github Repo

● Developed and programmed a C++ car racing game featuring real-time collision detection for player cars, AI cars, animals, and potholes, leveraging the SFML library.

● Implemented object-specific boundary checks, including rectangular and circular collision models, to ensure realistic and accurate in-game interactions.

● Designed and coded game logic for score tracking and player life management, with automated resets triggered by collisions.

● Built and executed comprehensive unit tests to validate collision detection algorithms and maintain consistent game mechanics. Raindrop Rush Game Github Repo

● Designed and developed a Qt-based gaming interface to manage real-time user interactions and dynamic UI updates, ensuring a seamless user experience.

● Implemented

● custom event handling for keyboard inputs, enabling precise control of character movement and object selection.

● Built and integrated a user authentication system with persistent data storage for login, signup, and score tracking functionalities.

● Engineered a personalized birthday detection feature, generating tailored greetings using user profile data. PythonFaceDetector Github Repo

● Designed and developed a Qt-based gaming interface to manage real-time user interactions and dynamic UI updates, ensuring a seamless user experience.

● Developed a face detection system that processes both static images and real-time webcam feeds.

● Utilized OpenCV's pre-trained Haar cascade classifier to detect frontal faces efficiently.

● Implemented image processing techniques to convert images to grayscale and detect facial features.

● Designed an interactive command-line interface allowing users to choose between image or video detection.

● Optimized real-time detection with live video feed processing and dynamic face tracking. AutoCad Drafter Feb 2021 - present

Woodman Telecom Group, Salt Lake City, Ut

● Created precise land base maps utilizing AutoCAD Map 3D, ensuring high accuracy and efficiency.

● Streamlined fiber optic cable installations by mitigating interference with existing infrastructure.

● Analyzed and documented existing structures to support project planning and execution.

● Developed detailed As-Built plans and implemented engineering redlines to meet project specifications.

● Drafted utility layouts and prepared permit drawings for underground fiber optic installations, adhering to regulatory requirements. EDUCATION

Master Of Software Development, University of Utah School of Computing Expected: May 2025

Bachelor of Science in Mechanical Engineering (BSME), University of Utah School of Engineering

Certificate in Full Stack Web Development, University of Utah School of Computing

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