Karandeep Sonewane

Projects

Research Lab: Market Data Pipeline

A single-node data lakehouse for quantitative research that ingests market data, normalizes it into point-in-time safe datasets, and produces analysis-ready features.

Python · DuckDB · Docker · PyArrow · Polygon.io API

QFLIB: C++ 17 Derivative Pricing

QFLIB is a C++17 quantitative finance library with Python bindings for pricing and risk analytics, implementing analytical, Monte Carlo, and PDE-based pricers alongside market curves, linear algebra, random number generation, and numerical utilities.

C++ · CMAKE · NINJA · ARMADILLO · QuantLib · Derivatives

Option Pricing Using Neural Network

Formulated option pricing using Black Scholes as a function approximation problem and used Neural Network as surrogate model

Python · Pytorch · Keras · NumPy · Matplotlib · Pandas