👋 Hi there! I'm Kiprono Victor, a passionate Data Scientist and Machine Learning Engineer with a strong foundation in data-driven decision-making and AI model development. I thrive on solving complex problems by leveraging data and advanced machine learning techniques.
💼 About Me:
With a deep interest in extracting insights from data, I have experience in building and deploying machine learning models across various domains, from finance to healthcare. My goal is to bridge the gap between data and actionable insights, helping businesses optimize their operations and drive innovation through AI.
🚀 Technical Skills:
Languages: Python, R, SQL Machine Learning: Supervised and Unsupervised Learning, Model Evaluation & Tuning Deep Learning: Neural Networks, CNNs, RNNs, TensorFlow, PyTorch Data Analysis: Exploratory Data Analysis (EDA), Feature Engineering, Statistical Analysis Data Engineering: Data Pipelines, ETL, Apache Spark, Hadoop Cloud Platforms: AWS (SageMaker, EC2), Google Cloud Platform (AI Platform) Tools & Libraries: Pandas, NumPy, Scikit-learn, XGBoost, Matplotlib, Seaborn Version Control: Git, GitHub DevOps: Docker, Kubernetes, CI/CD pipelines
🏆 Key Projects:
- Sales Forecasting Model
Developed an advanced time-series forecasting model that helped a retail company predict sales and manage inventory effectively, resulting in a 15% reduction in stockouts.
- Image Classification Using CNN
Created a convolutional neural network model that classifies medical images with 98% accuracy, helping healthcare professionals in diagnostic imaging.
- Customer Churn Prediction
Built a machine learning model to predict customer churn for a telecom company, allowing for targeted retention campaigns and reducing churn by 12%.
- Sentiment Analysis on Social Media
Analyzed social media sentiment using natural language processing (NLP) techniques to understand customer opinions on a new product launch, leading to actionable marketing insights.
🎯 What I’m Focusing on Now:
Enhancing my knowledge of reinforcement learning and generative AI models. Working on a personal project involving real-time data streaming with Apache Kafka and machine learning model deployment.
🌐 Connect with Me:
LinkedIn: Kiprono Victor
Email: [email protected]