Jayden Chacko Saji

Algorithma

Created a sophisticated financial co-pilot system leveraging 50+ APIs and 100+ tools to provide comprehensive finance insights in the Indian market. Integrated a Custom Llamma 2 for advanced natural language processing and data analysis capabilities. Implemented session-based memory for optimizing data usage based on user intentions.

Abilytics

Developed an LLM model for cloud infrastructure prediction with 85% accuracy using GPT 3.5, Langchain, Pinecone, Unstructured, and NetworkX. Deployed the entire platform on an EC2 Instance for easy access and utilization.

Automated Stock Market Strategy Creator with a Fund and Portfolio Managing System. Research oriented, 9 parallel ML models working together using Bayesian networks to design, test and develop strategies at the same time launching them on the market diversifying the fund portfolio.

Python · SQL · AWS · Scikit · Selenium · TensorFlow

Evolutionary Algorithm based Trading system that provides a returns of 40%-65%. A genetic algorithm that finds the parameter values for the trading function to give the optimized returns according to the financial instrument.

Python · AWS · Selenium · Kite API