Akshay Patil

Bis 2024, Research Assistant, Fraunhofer-Institut für Solare Energiesysteme ISE
Freiburg, Deutschland

Fähigkeiten und Kenntnisse

Python
Machine Learning
Deep Learning
IoT
LaTeX Editor
C++
Matlab-Programmierung
Sensor technology
Object Oriented Programming (OOP)
Pandas
Numpy
Matplotlyb
Statistics
SQL
MongoDB
Projekte
Softwareentwicklung
Git
Computer Vision
OpenCV

Werdegang

Berufserfahrung von Akshay Patil

  • 1 Jahr, Mai 2023 - Apr. 2024

    Research Assistant

    Fraunhofer-Institut für Solare Energiesysteme ISE

    Implemented various Deep learning networks for image enhancement, detect and classify defects on images of the screen used for solar cell screen printing. Collaborated closely with the team in a project to develop a user-friendly GUI using PyQt framework for a 3-axis microscope developed at Fraunhofer ISE

  • 9 Monate, Aug. 2022 - Apr. 2023

    Master Thesis Student

    Fraunhofer-Institut für Solare Energiesysteme ISE

    Topic: Development of Adaptive Algorithms to Predict the 3-Dimensional Shape of Printed Contacts for Silicon Solar Cell Metallization Developed and implemented a deep learning model using Python and Machine Learning frameworks- TensorFlow, SK-Learn and Keras. Area of work: Deep learning, Computer Vision, Solar Cells, Image Processing, 3D Modelling.

  • 10 Monate, Okt. 2021 - Juli 2022

    Research Assistant

    Fraunhofer-Institut für Solare Energiesysteme ISE

    Worked on computer vision tasks to analyze various parameters of screen meshes used in solar cell screen-printing from digital microscope images using OpenCV Python library. Developed an image stitching algorithm to seamlessly combine multiple images from a digital microscope into a single high-resolution image. CNN for defect detection and classification in PEM fuel cells using python. mproved model’s performance using Hyperparameters tuning, data augmentation techniques and tested on prepared datasets

  • 4 Monate, Juni 2020 - Sep. 2020

    Working Student

    Sensatronic GmbH

    Assisted in the manufacturing process of medical cables and temperature probes. Mostly engaged in assisting the production managers in assembling and packaging of temperature probes, medical cables and gained procedural knowledge regarding the sensor development & manufacturing process.

  • 1 Jahr und 2 Monate, Juni 2018 - Juli 2019

    Junior Engineer

    Sneus Hydel Pvt. Ltd.

    Supervised project activities to ensure timely completion of projects. Estimated and calculated project's duration and cost including purchase, raw material, labour. Project installation, testing, commissioning, and maintenance with the engineering team. Prepared technical documents based on project specifications. Electricity consumption audits were performed

  • 10 Monate, Juli 2015 - Apr. 2016

    Intern

    Recons Engineers

Ausbildung von Akshay Patil

  • Bis heute 5 Jahre und 11 Monate, seit Sep. 2019

    Information and electrical engineering

    Hochschule Wismar

    Major: Automation Technology (Neural Network, Machine learning, IoT), Network and Security Management, Micro System Engineering, Simulation of Complex Systems. Quality Management

  • 4 Jahre und 10 Monate, Aug. 2013 - Mai 2018

    Electrical Engineering

    Shivaji University

Sprachen

  • Deutsch

    Gut

  • Englisch

    Fließend

  • Hindi

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