P AVINASH

I’m a Data Scientist specialized in machine learning algorithms and model development. I focus on feature engineering, model selection, and hyperparameter tuning, and I enjoy applying ML techniques to solve real-world problems.

As an ML engineer at Trois infotech, I designed and implemented a high-speed data processing pipeline. I implemented feature scaling, normalization, and one-hot encoding, and I engineered and curated large-scale datasets. I also conducted in-depth EDA to understand data patterns, trends, and anomalies.

I’ve used hyperparameter optimization and model ensembling to enhance model performance, and I’ve worked on deploying models into production. I build feature engineering techniques that directly improve results, and I collaborate closely with data scientists, software engineers, and product managers.

Before that, I worked as an Embedded Linux engineer at Tachlog Private Limited, designing efficient, reliable, and scalable software solutions for embedded systems. I tailored the Linux kernel for hardware/software requirements, worked with Rust, supported device driver development and system image optimization, and even developed a user-friendly GUI application for system configuration and monitoring.