Tools & Technologies

This page offers a curated list of technologies, platforms, and digital tools that support my work in finance, strategy, and product development. Each category reflects a key area in which I apply these tools — from financial modeling and algorithmic trading to web development and AI integration. Whether you're a fellow developer, researcher, or finance enthusiast, I hope this overview provides insight and inspiration.

Financial Modeling & Analysis

Microsoft Excel

Advanced spreadsheet modeling for portfolio optimization, scenario analysis, and risk management.

Python (pandas, numpy, matplotlib, yfinance)

Used for time-series analysis, backtesting strategies, and data visualization in investment research.

R

For statistical finance and quantitative research tasks involving data regression and portfolio simulations.

Development & Programming

Next.js

Full-stack React framework used to build high-performance, SEO-friendly web applications.

Tailwind CSS

Utility-first CSS framework for creating scalable, responsive UI designs efficiently.

TypeScript

Typed superset of JavaScript that ensures safer and more robust frontend/backend development.

Node.js

Used for backend services, APIs, and real-time integrations with databases and financial data providers.

PostgreSQL / Drizzle ORM

Modern relational database and ORM system for storing and managing financial and user data securely.

AI & Automation

OpenAI / ChatGPT

Used for natural language tasks, strategy generation, and prototyping intelligent assistants for financial decision support.

LangChain

Framework for building AI-powered workflows and agents in finance-focused applications.

Python (scikit-learn, XGBoost)

Machine learning libraries used for portfolio scoring, forecasting, and risk modeling.

Design, Productivity & Collaboration

Figma

Interface design and prototyping tool used to visualize user journeys and build clean UX flows.

Notion

Knowledge management and planning tool used to document ideas, project roadmaps, and learning progress.

GitHub

Code hosting and collaboration platform used for version control and open-source project contributions.

Deployment & Monitoring

Vercel

Cloud platform used to deploy frontend and full-stack applications with high performance and global reach.

Railway

Used for deploying backend services, PostgreSQL databases, and serverless APIs in a scalable manner.

Clerk

Authentication and user management solution integrated into secure finance-oriented applications.

These tools form the technological foundation for my experiments, projects, and ventures. I continuously explore new technologies that align with ethical innovation, performance optimization, and user-centric design. If you’re working on something aligned or would like to recommend a tool, feel free to reach out.
The recommendations and references to software, tools, and other resources provided herein are for informational purposes only. While I strive to ensure accuracy and relevance, I do not assume any responsibility or liability for any outcomes resulting from the use or implementation of these recommendations. Users are advised to exercise their own judgment, conduct due diligence, and comply with applicable laws and regulations when utilizing any recommended products or services.
Last updated: September 2025