I build software with an emphasis on solid backend architecture - clean API design, sensible data models, and code that holds up in production, not just in a demo. My current work centers on TypeScript, Node.js, and PostgreSQL, applying layered architecture principles (controllers, services, validation, and error handling) to real-world applications, alongside a full-stack foundation across the MERN ecosystem.
I'm extending that foundation with data science and applied machine learning, and I'm currently developing skills around AI/data science. My goal over the next year is to move from strong fundamentals to a full-time software engineering role, with AI/ML as a growing area of specialization.
- 🏗️ Designing backend systems with clear separation of concerns controllers, services, middleware, and validation
- 🔄 Building full-stack applications end-to-end, from data modeling to deployed UI with payment integration (Stripe)
- 📊 Applying data science techniques exploratory analysis, feature engineering, and predictive modeling
- 🧪 Writing readable, testable code and following disciplined Git/GitHub workflows
- 🤖 Developing AI-powered SaaS applications for real-world business automation
- 🤖 AI & Machine Learning: Pandas, NumPy, scikit-learn, EDA, model evaluation, applied ML pipelines
- 📊 Data Analysis & Visualization: R, Matplotlib, Seaborn, Jupyter Notebooks
- ⚙️ Frontend: React, Next.js, Tailwind CSS, DaisyUI, React Router, HTML, CSS
- 🛠️ Backend: Node.js, Express.js, REST APIs, JWT Authentication, Middleware, Layered Architecture, Stripe Webhooks
- 🗄️ Databases & ORM: PostgreSQL, Prisma, MongoDB, MySQL, NeonDB
- ☁️ DevOps & Tools: Git, GitHub Actions, VS Code, Linux, Vite, Firebase, Vercel, Netlify, GCP, Figma
Deepening my backend engineering skills - advanced TypeScript, authentication, testing, and software architecture - while building out data science and AI fundamentals in parallel, including exploratory data analysis and applied machine learning. Longer term, I'm working toward a role as a professional software engineer, with the goal of building AI-powered applications and eventually working on international teams.
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I enjoy turning ideas into real products through software and modern technology.