Top AI Researchers

I am a PhD scholar at IIIT-Delhi and have been working in the area of machine learning. My research focuses on developing efficient learning algorithms for intrusion-less segregation of appliance-level energy consumption using smart-meter measurements(total energy consumption). The motive is to propose learning algorithms to improve upon the existing benchmarks in terms of accuracy. Additionally, this work finds applications in load forecasting, image classification, recommender systems, and stock-price forecasting.

Specializes in the research, development, and deployment of Machine Learning models and AI applications. Strong passion for understanding and solving non trivial problems using ML and traditional data science techniques.

My research focuses on data-intensive problems, ranging from the mathematical theory to implementation. Such approaches include the following buzzwords: machine learning, deep learning, neural networks, big data, statistical analysis, GPUs, numerical optimization, continuous normalizing flows, optimal control. my webpage: https://derekonken.com

Experienced Researcher in Machine learning, Deep learning, Computer vision and time series analysis.

I am a skilled machine learning researcher with extensive experience in leveraging data to solve complex, multidisciplinary problems. My expertise lies in designing and implementing advanced machine learning models to address real-world challenges across diverse domains, including public transport systems, organic chemistry reaction modeling, and time series analysis. I specialize in feature engineering, model development, and building scalable predictive systems. Proficient in Python, R, and frameworks such as PyTorch and PyTorch Geometric, I excel in creating innovative solutions, including graph-based architectures. Additionally, I have experience deploying machine learning workflows on cloud platforms like Microsoft Azure and optimizing large-scale computations using High-Performance Computing (HPC). I am passionate about solving challenging problems, extracting actionable insights from data, and contributing to organizations at the forefront of machine learning and AI innovation.

I'm passionate about how machine learning and its applications can change our lives for the better - whether that be through autonomous vehicles, ML-enabled drug design, or something else - and aim to spend my career working to better the world through ML.

Researching explainable AI and neuromorphic computing at Noblis.