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@Tash

Tashwin SJ

@Tash·Bengaluru·Joined May 2022

Crafting intelligent solutions through Machine Learning.

About

Delving into the enchanting realms of NLP, quantitative research, ML, and web development.

Available for

I am available for internships , remote jobs , mentoring

Tashwin SJ's blogs

Natural Language Processing , Artificial intelligence , Machine Learning .tash.hashnode.dev10 posts

About

Delving into the enchanting realms of NLP, quantitative research, ML, and web development.

Available for

I am available for internships , remote jobs , mentoring

Tashwin SJ's blogs

Natural Language Processing , Artificial intelligence , Machine Learning .tash.hashnode.dev10 posts

Articles Comments1

Recently published

TSTashwin SJintash.hashnode.dev·Mar 19, 2024 · 6 min read

Using Q-learning, Reinforecement Learning for Portfolio Management and Option Pricing

Experimenting with RL for building optimal portfolio of 3 stocks and comparing it with portfolio theory based approaches Reinforcement learning is arguably the coolest branch of artificial intelligence. It has already proven its prowess: stunning the...

TSTashwin SJintash.hashnode.dev·Mar 4, 2024 · 6 min read

CNN's for Financial Equity markets

In the digital age, Convolutional Neural Networks (CNNs) stand as a symbol of transformative technology. A class of deep neural networks, CNNs have become ubiquitous, primarily due to their phenomenal success in processing images, videos, and speech ...

TSTashwin SJintash.hashnode.dev·Feb 26, 2024 · 3 min read

Financial time seires forecasting using LSTM's

Time series forecasting plays an important role in stock market forecasting, finance, and weather prediction. Long Short-Term Memory (LSTM) is a popular deep learning model that has proven to be effective in capturing temporal dependencies and making...

TSTashwin SJintash.hashnode.dev·Feb 21, 2024 · 12 min read

Machine Learning for Portfolio management.

This is how we’d like them to grow https://investresolve.com/blog/category/diversification/ Artificial intelligence, machine learning, big data, and other buzzwords are disrupting decision making in almost any area of finance. On the back office, mac...

TSTashwin SJintash.hashnode.dev·Feb 4, 2024 · 13 min read

Evaluation Metrics for Time series Forecasting.

Introduction Forecasting plays a pivotal role in industry by providing critical insights and foresight. It enables efficient resource allocation, cost reduction, and demand planning. Industries rely on forecasts to optimize inventory, enhance supply ...