KARAN KRISHNA
@karankrishna
Data Scientist at MariApps Marine Solutions
Kochi
Data Scientist with 4 years of broad-based experience in building data-intensive applications, overcoming complex architectural and scalability issues. Proficient in predictive modeling, data processing, machine learning, and deep learning algorithms. The candidate is capable of creating, developing, testing, and deploying highly adaptive diverse services to translate business and functional qualifications into substantial deliverables.
Experience
Data Scientist
MariApps Marine Solutions
Smart Hull Maintenance: Built a service for timely planning of inspections and cleaning. Involved preprocessing, feature engineering, building predictive models, and creating a monitoring pipeline as a microservice. Trim Optimization: Developed models to predict power requirements at various trims, optimizing fuel consumption. Involved data preprocessing, weather correction, and building a performance tracking pipeline. Engine Fault Diagnosis: Performed feature engineering on smart ops data to build a fault diagnosis report and alert system.
Jr.Data Scientist
OpnLabs
Realtime User Activity Tracker: Developed a system to capture and classify customer/user activity. Involved collecting data from various sources, streamlining external parameters, and developing a dashboard for key metrics. Website and WebApp Content Classification: Built a model to classify websites using parameters like URL, headers, and keywords. Involved data aggregation, feature engineering, and dimensionality reduction.
Education
College of Engineering
B.tech
Computer Science Engineering