freiberufler Artificial intelligence enthusiastic#fullstack developer#PhD(AI) auf freelance.de

Artificial intelligence enthusiastic#fullstack developer#PhD(AI)

zuletzt online vor 7 Tagen
  • 70€/Stunde
  • 49076 Osnabrück
  • Europa
  • en  |  de
  • 10.01.2022

Kurzvorstellung

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#German+English#AI#Deeplearning #Datascience#NLP #tensorfow#keras# Linux server#git#jira# front-end #django# python backend# AWS# Google-Cloud# Databases#Deployement#html#javas

Ich biete

  • Amazon Web Services (AWS)
  • Computer Vision
  • Django (Framework)
  • Google Cloud
  • kunslisch intelligenz
  • linux server
  • Machinelles Lernen (allg.)
  • Natural Language Processing (NLP)
  • Python

Projekt‐ & Berufserfahrung

Data engineer
Wilde IT, stuttgart
2/2020 – 6/2021 (1 Jahr, 5 Monate)
Automobilindustrie
Tätigkeitszeitraum

2/2020 – 6/2021

Tätigkeitsbeschreibung

1. scanned document recognition and digitalization with help of modern techniques like Tesseract, and computer vision.
Bulk scanned document processing and information extraction using Computer Vision and tesseract OCR a 1.5-year project (for Daimler at Stuttgart)
Main Tasks:
I have customized the computer Vision model to the recognized document instead of object recognition (That was purely my own innovation, and the idea worked really superb)
• Modifying prebuilt tesseract-OCR model to retrain and adapt with German language.
• Aligning the computer vision model and tesseract-OCR to the customer's specific document needs
• denoising, straightening, enhancing, and augmenting the customer's diverse set of documents
• meeting the 99% accuracy of information extraction of very complex scanned images.
• building and mapping database to show the extracted information at the front end.
• Building REST API to interact with web services

Eingesetzte Qualifikationen

Computer Vision

PhD project
universit osnabrueck, Osnabrück
11/2017 – 12/2020 (3 Jahre, 2 Monate)
Hochschulen und Forschungseinrichtungen
Tätigkeitszeitraum

11/2017 – 12/2020

Tätigkeitsbeschreibung

1. Financial distress predictions with deep learning and Natural Language processing: `
Tasks:
• Collected thousands of parameters of bankruptcy and financial distress prediction of the USA-based big companies using Deep Learning Models.
• Aim was to predict financial distress for big firms beforehand using financial many different financial parameters

Eingesetzte Qualifikationen

Deeplearning4j

PhD project II
University osnabueck, Osnabrück
11/2017 – 1/2020 (2 Jahre, 3 Monate)
Hochschulen und Forschungseinrichtungen
Tätigkeitszeitraum

11/2017 – 1/2020

Tätigkeitsbeschreibung

Augmented Report Generation with Transformer-Based Language Deep Learning Model and Natural Language Processing
Tasks
• Handling with the 18 billion text tokens to automatically generate small business reports
• I have Used Transformer-based Neural network architecture is the most advanced one used by the open AI team.
• Model is able to write artificial business-related text which is grammatically correct and without any human involved.

Eingesetzte Qualifikationen

Deeplearning4j, Machinelles Lernen (allg.), Natural Language Processing (NLP)

PhD candidate
University osnabrueck, Osnabrück
12/2016 – 1/2020 (3 Jahre, 2 Monate)
IT & Entwicklung
Tätigkeitszeitraum

12/2016 – 1/2020

Tätigkeitsbeschreibung

2. Is Deep-learning and Natural Language Processing Transcending the Financial Forecasting? Investigation Through Lens of News Analytic process.
Tasks:
• Very big data parsing using millions of different Text-based new articles around the globe, I have extract, aggregate, and sorted them, and ultimately converted them into a database using Bigquery.
• I have fetched them using pandas into a machine learning environment (Keras) and built a sentiment index using the text information.

Eingesetzte Qualifikationen

Natural Language Processing (NLP)

Ausbildung

PhD with AI focus
(2021 research published)
Jahr: 2021
Ort: Osnabrück

Qualifikationen

PhD Artificial intelligence enthusiastic

Über mich

_________________________________________________________________________
#German+English#AI#Deeplearning #Datascience#NLP #tensorfow#keras# Linux server#git#jira# front-end #django# python backend# AWS# Google-Cloud# Databases#Deployement#html#javascript#css
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I am about to complete my Ph.D. in cognitive science from the university Osnabruck. My main focus of my Ph.D. was deep learning, natural language processing, and computer vision. (research papers published). Currently, I have started a small company (freelancer) in Osnabrück with a team of young university graduates from different countries. We are providing Artificial intelligence solutions for Documents processing. i.e. converting scanned images of a document into digital text and extracting required information with Deep learning models, Automatic inventory management with computer vision. Already developed AI-based products for Daimler AG. I have successfully completed three other big AI and computer vision and Natural Language Processing related big projects.

Persönliche Daten

Sprache
  • Englisch (Muttersprache)
  • Deutsch (Fließend)
Reisebereitschaft
Europa
Arbeitserlaubnis
  • Europäische Union
  • Schweiz
Profilaufrufe
136
Alter
36
Berufserfahrung
6 Jahre und 11 Monate (seit 02/2015)
Projektleitung
4 Jahre

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