Aswath Kolaron Email & Phone Number

Stuttgart, Bw, De

Frankfurt, Hesse, Germany

Development and deployment of smart data solutions using R shiny and datalake platform. Driving data literacy campaign on analytical tools and technologies like KNIME. Solving production bottlenecks by finding and utilizing the right data.

Stuttgart, Baden-Württemberg, Germany

Topic: 𝐀 𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡 𝐅𝐨𝐜𝐮𝐬𝐞𝐝 𝐨𝐧 𝐎𝐛𝐣𝐞𝐜𝐭 𝐋𝐨𝐜𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧, 𝐈𝐦𝐩𝐫𝐨𝐯𝐢𝐧𝐠 𝐌𝐚𝐜𝐡𝐢𝐧𝐞-𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐁𝐚𝐬𝐞𝐝 𝐇𝐞𝐢𝐠𝐡𝐭 𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐏𝐚𝐫𝐤𝐢𝐧𝐠 𝐚𝐧𝐝 𝐌𝐚𝐧𝐞𝐮𝐯𝐞𝐫𝐢𝐧𝐠 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐜𝐞 𝐒𝐲𝐬𝐭𝐞𝐦● Create object localization-dependent features by exploring inter-relationships in the Ultrasonic sensor (USS) data● Perform data profiling (statistical analysis) on complex datasets to identify correlations and patterns● Feature engineering to optimize and add new features to the pipeline● Retraining the model hosted in Azure

Stuttgart, Baden-Württemberg, Germany

Worked as a Data Analyst in the automotive domain, my main focus was to drive the development of ultrasonic sensor systems. My tasks involved,● Implemented metrics identified using data profiling to automatically classify defects.● Static and interactive visualization of measurement data to easily understand complex relationships.● Data analysis across multiple software components to explore interrelationships in the data flow.● Communicating results of analyses to non-technical stakeholders involving metrics (KPI), reports, and dashboards (Qlik).● Followed best practices in versioning code (git) and internal documentation with a focus on Agile development.● Assisted in runtime optimization of the toolchain through parallelization.● Collaborated with the team on data modeling and data structuring to extract, transform and load USS-specific data across multiple source formats

Siegen-Wittgenstein, North Rhine-Westphalia, Germany

Worked as a Data Analyst handling the service line of Ultra-Wide Band Localization. The tasks involved,● Data collection using RESTful API.● Structured pre-processing and validation of collected data.● Gaining business insights by analyzing and visualizing complex relationships. ● Performing Ad hoc analysis to support business owners in decision making.● Communicate to management on a daily basis with the support of proper documentation. This includes presentations and/or custom-made dashboards built using tools like Qlik sense.

Siegen, North Rhine-Westphalia, Germany

Worked on a research project titled “Development of an AI-based scheduler”, which was a part of the FRACTAL research project funded by the European Union. ● Synthetic dataset generation utilizing graph theory and SNAP library in C++.● Data cleaning and transformation.● Development of a Machine learning model to replace the Genetic Algorithm (GA) based scheduler

Mysore, Indien

Trained in team management, task planning, documentation, risk management, quality control, and project stakeholders coordination.

Kannur, Kerala

Involved in managing the day-to-day operations of the company which includes Automobile repairing and documentation. Undergone training in Inventory and workforce management during the time.

Kannur, Kerala

Helped a friend with his food delivery start-up. Involved in improving the effectiveness of service and business development thereby contributing to the rise of the daily orders from 20 to 50 in two months' time.

Masters, Mechatronics, 1.3

Bachelor Of Technology - Btech, Mechanical Engineering, 8.6/10

Plus Two, Biology, General, Full A+

Sslc, 9 A+ And 1 A