Yash Shah Email & Phone Number

Biberach, Baden-Württemberg, Germany

Biberach, Baden-Württemberg, Germany

- Use data to explore and confirm patterns of differences for students' based on their university entrance qualifications (HZB.); Students who complete their higher education here vs. abroad and difficulties they face, integrating within education system as well as language.- Using R and its packages to pre-process data, perform analytics, generate inferences and hypotheses, confirm using statistical tests and present all findings in weekly meetings.

Magdeburg, Saxony-Anhalt, Germany

- Continuation of past project; Creation of localized explainer for identification of features, using LIME to explain patient level aneurysm.- Researching new methods to explore and visualize individual hyperparameter causality, of LIME method, when applied to a particular model and dataset.

- Creation of introductory short tutorials and exercised for frameworks like MLFlow, Apache Spark MLlib and Snorkel for course in last summer term.- Scientific research and writing for current stack of AI-Enabling Technologies and frameworks, finding and categorizing their concerns and short-comings with respect to software engineering problems in ML and surveys of industry ML practitioners.

Magdeburg, Saxony-Anhalt, Germany

- Part of 𝗖𝗛𝗥𝗢𝗗𝗜𝗦 𝗣𝗟𝗨𝗦, an EU project on combatting chronic diseases.- Analysis and modelling behavior of diseases like Tinnitus and Diabetes, of time dependent patient data from mHealth app- Find solutions for accurate predictions with disproportionate data; Finding similar patients based on disease pattern and use it to predict outcomes of other patients with short sequences.- Build a workflow in python to analyze patient and disease behavior, convert to supervised learning problem and modelling for short time-series sequences.

Bengaluru Area, India

- Machine Learning Techniques on Market Energy and Renewable data.- Built a predictive fault detection Model for Wind Turbine failures- Built a Market Price forecasting model for the Indian Electricity Market.- Developed an alternative methodology to compensate for the unavailability of weather data.

Master'S Degree, Data & Knowledge Engineering, 1.7

Activities and Societies: - Head (Finance) of Buddy Program; help incoming international students during their first steps in Magdeburg..

Bachelor Of Engineering - Be, Computer Science, 2.2 (German Scale)

Activities and Societies: ● Member of the editorial team of Institute’s first newsletter. ● Lead content editor of the computer science.