Hi, I'm Manan, a data-driven developer, all things finance enthusiast and coffee aficionado. I am passionate about building intelligent systems that blend finance, data science and technology.
I work machine learning, data science full-stack development with a focus on building robust analytics and backend systems with not-so-ugly user interfaces. My favourite is the Tech+Finance domain. I am currently working the projects:
- Machine Learning and Reinforcement Learning to optimize stock portfolios
- High Performance trading systems.
- Entropy encoding to predict stock prices.
I'm also deeply involved in academic research, with multiple publications and more underway.
Technologies I work with:
- Languages: JavaScript (Node.js, React), Python (Pandas, Scikit-learn, TensorFlow), SQL
- Databases: PostgreSQL, MySQL
Here is the badge list of above given technologies and some more: