Sameed Hayat
Abschluss: Master of Science, Albert-Ludwigs-Universität Freiburg
Freiburg, Deutschland
Werdegang
Berufserfahrung von Sameed Hayat
Removal of Personally Identifiable Information from text-based documents. Used sequence models ( Bi-LSTM and Temporal CNN ) for the task. Used semi-supervised technique known as Cross View Training (CVT) for tackling unavailability of annotated dataset. Used character-level contextual embeddings to handle typographical errors and out-of-vocabulary words.
1 Jahr und 8 Monate, Jan. 2017 - Aug. 2018
Programming Assistant
Fraunhofer-Institut für Solare Energiesysteme ISEPerformed ETL operation over data including data extraction from source files in different formats, its transformation and loading to database using Python . Generated charts and reports using Pandas, Numpy and Matplotlib to analyze the data stored in files and database. Prepare test cases to perform verification and validation of software. Developed graphical user interface in PyQt for a simulation tool of solar power plants.
Performed daily data queries using SQL and prepared reports on daily, weekly, monthly, and quarterly basis. Used advanced Excel functions to generate spreadsheets and pivot tables. Automated daily tasks using VBA . Analyzed and visualized diverse datasets using Python, Pandas, NumPy, Pandas and SQL . Developed different use cases to provide key insights to customer to make better informed decisions.
Ausbildung von Sameed Hayat
2 Jahre und 11 Monate, Apr. 2016 - Feb. 2019
Computer Science
Albert-Ludwigs-Universität Freiburg
Specialization in Information Systems (Machine Learning, Deep Learning, Deep Natural Language Processing, Recommendation Systems, Data Engineering, Distributed Systems, Business Analytics)
4 Jahre und 1 Monat, Sep. 2010 - Sep. 2014
Computer Engineering
National University of Sciences and Technology, Pakistan
Sprachen
Englisch
Fließend