Aswin C

I’m an AI/ML Engineer with hands-on experience designing and deploying scalable ML models across diverse industries. I’m proficient in statistical analysis, deep learning, machine learning, and cloud platforms to build end-to-end ML pipelines—while optimizing model performance on large datasets to solve complex business challenges.

In my current role as a Financial Data Scientist, I work on portfolio optimization models (Axioma), perform performance and risk attribution, develop and backtest long-short strategies, and generate trade ideas using model outputs and risk constraints. Previously, as an AI/ML Engineer Intern, I built and deployed NLP and computer vision systems (LSTM, BERT, CNN) improving prediction accuracy by up to 15%, and I delivered production-ready ML services using FastAPI, Docker, and AWS/GCP. I enjoy translating research into robust, scalable solutions that drive operational efficiency and business growth.