Siyamthanda Dlakavu
| AI/ML Enthusiast | Aspiring Web & Software Developer |
About Me
Introduction
I am a results-driven professional with hands-on experience in AI/ML and full-stack web development, gained through a comprehensive, project-based bootcamp. I specialize in designing machine learning algorithms and applying predictive modeling to build scalable applications that solve real-world problems. My technical skills include Python, JavaScript, React, Node.js, SQL, and developing and integrating RESTful APIs. I follow clean code practices and excel in agile development environments. With a strong foundation in data engineering and software development, I’m seeking opportunities to contribute to innovative, data-driven projects where I can deliver value and continue to grow as a developer.
Professional Biography & Career Objectives
My goal is to secure a full-time position as a Data Scientist or Machine Learning Engineer, where I can continue to learn and grow. I am committed to continuous improvement, exploring new frameworks, and contributing to a team that values innovation and technical excellence. My experience with the capstone project has solidified my passion for this field.
Technical Skills & Competencies
Machine Learning
Scikit-learn, TensorFlow, PyTorch
Data Analysis
Pandas, NumPy, Matplotlib, SQL
Programming
Python, R, JavaScript, HTML, CSS
Deployment
Docker, Flask, Streamlit
Clean Coding
SOLID, DRY, Readable Code
Cloud Computing
AWS, GCP, Azure
Frontend Specialist
React, Next.js, Tailwind CSS
Testing
Unit Testing, CI/CD
Soft Skills & Competencies
Problem-Solving
Creative and analytical approach to tackling complex challenges.
Team Collaboration
Effective communication and teamwork in diverse groups.
Adaptability
Quickly learning and applying new technologies and methodologies.
Project Management
Organizing tasks and managing timelines for successful project completion.
Communication
Clear articulation of technical concepts to diverse audiences.
Continuous Learning
Commitment to staying updated with emerging technologies.
Attention to Detail
Meticulous approach to code quality and problem-solving.
Leadership
Experience guiding teams and mentoring peers.
Featured AI Projects
ZenAI - AI Insights for Inner Peace.
Designed and prototyped an AI solution addressing a specific challenge within the healthcare sector.
Bias Audit Report - Ethical Analysis of Machine Learning Systems.
AI Bias Audit Tool that detects biases in datasets and ML models. It analyzes data fairness, model disparities, and suggests mitigation strategies.
Sentiment Dashboard.
Created an interactive dashboard that analyzes sentiment in text data, enabling users to understand emotional tone in customer reviews, social media posts, or other text content.
TeachiQ - Empowering educators and learners with AI-powered content generation tools.
Created a specialized content generation tool that produces high-quality outputs for a specific use case. This tool generates content in the following category: Educational Materials (lesson plans, study guides & more).
Featured Software/Web Development Projects
Cash Flow Tracker - Track your finances with ease.
Cash Flow Tracker is a sleek, interactive web application designed to help users monitor their income and expenses with ease. It features dynamic charts, transaction filtering, and PDF reporting for financial insights. Built with a dark-themed UI, it offers real-time balance updates and local storage for persistent data.
Web Development Quiz System - Test your knowledge of web development.
Web Dev Quiz is an interactive quiz application designed to test and improve web development knowledge.
Task Master - Productivity Application.
TaskMaster is a modern, feature-rich productivity application designed to help users manage their tasks efficiently with a beautiful and intuitive interface.
Contact & Connect
I am actively seeking new opportunities in AI/ML. Feel free to connect with me on LinkedIn or explore my work on GitHub.
Download CV