Building Fincopilot (https://fincopilot.nullpointer.in) - a retrieval-augmented LLM for querying financial documents.Developed on an ML-based algorithmic trading engine for Indian and US equities that utilises day-level OHLCV data to automatically trade stocks in the cash-segment. Solution is live on Alpaca's Paper Trading API.Previously consulted financial institutions on utilising AI/ML models to augment proprietary solutions. Past projects include estimated credit loss computation tool and credit rating augmentation tool for India's second largest credit rating agency ICRA Ltd.

• Artificial intelligence algorithms developed on Python:o Digital-image correlation and tracking model o Sentiment analyzer based on Hinglish grammar translation o Gaussian mixture model for both image clustering and text clustering o Agnostic decision tree model with boosting with applicability for financial technology datao Novice local sensitivity hashing approach for information retrieval• Algorithm predicting European call and put options using Shannon Wavelet Inverse Fourier Technique (SWIFT)• Velocity and mass fraction yield for laminar diffusion (non-premixed) flames using geometric models• Real-time data mining engine for online fashion retailer • Analysis of transient beam model using finite-element analysis • Space truss analysis model using assembly and finite element analysis for aerodynamics simulations

Developed online courses in mathematics, physics and chemistry for engineering and high-school students in line with the modern educational paradigm

Worked on post-Newtonian approximations in General Theory of Relativity under Dr Anirban Basu