AI Solution Architect
- Verfügbarkeit einsehen
- 3 Referenzen
- auf Anfrage
- 1210 Wien
- Europa
- de | en | es
- 21.04.2024
Kurzvorstellung
Auszug Referenzen (3)
"M.'s expertise and leadership was an important aspect in driving our project. He is a wonderful developer, tech lead, and colleague."
5/2022 – 6/2023
Tätigkeitsbeschreibung
As Tech lead and Senior Data Engineer I am with my team, developing an analytics platform that uses voice analysis to understand the interests and demands of customers when interacting with customer support. Extracting product and brand relevant information to understand their usage and sentiment in customer interactions with the goal to populate a dashboard for business analysts.
- Developing and maintaining a voice analytics pipeline running on AWS
- Developing and maintaining the request backend for a Voicify based mobile voice control application
- Speech to Text transcription based on cloud vendor and custom build solutions
- Topic modeling
- Named Entity and Relation extraction and aggregation
- Building a Tableau based dashboard for business analysts
Amazon Web Services (AWS), Data Science, Microsoft Azure, Natural Language Processing (NLP), Tableau
"M. war bei Mostly AI ein sehr guter und verlässlicher Kollege. Er lieferte sehr hohe Qualität in PoCs mit Kunden und in internen R&D Projekten."
6/2020 – 3/2022
Tätigkeitsbeschreibung
Building the worlds best synthetic data generation engine that protects the privacy of individuals without
sacrificing data quality.
- Researching and developing product improvements
- Customer support and training during PoC's
- Development of internal tools for dataset management and experiment automatization
- Training and supervision of junior data scientists
- Tensorflow/Keras, pySpark, Docker, AWS
Amazon Web Services (AWS), Apache Spark, Docker, Kubernetes, Maschinelles Lernen, Python
"M. ist ein hervorragender Software-Entwickler mit einem exzellenten Hintergrundwissen in Neuroscience und Biostatistik. Kann wärmstens empfehlen."
7/2012 – 10/2019
Tätigkeitsbeschreibung
Developing data analysis applications used by neuroscience researchers. In particular applications to automatically quantify and analyze animal behavior, and software to process and analyze neuronal activity. - Developing hardware control software for behavior experiments
Responsibilities
- Building tooling for data processing and visualization
- Creating network analysis tools for structural and behavioral neural measurements
- Building data analysis pipelines for animal behavior classification
Applied Technologies
- Python, Matlab, R, matplotlib, seaborn numpy, pandas, scipy, scikit-learn
MATLAB / Simulink, Pandas DataFrame, Python, R (Programmiersprache)
Qualifikationen
Projekt‐ & Berufserfahrung
5/2022 – 6/2023
Tätigkeitsbeschreibung
As Senior Data Engineer I am building with my team a spare part observability platform that Siemens customers use to understand and optimize their spare part supply chain.
- Developing a multi-tenant data ingest pipeline on AWS
- Developing of a micro service architecture
- Optimization and parallelization of spare part usage prediction algorithm
Amazon Web Services (AWS), Django (Framework), PostgreSQL, Python
5/2022 – 6/2023
Tätigkeitsbeschreibung
As Tech lead and Senior Data Engineer I am with my team, developing an analytics platform that uses voice analysis to understand the interests and demands of customers when interacting with customer support. Extracting product and brand relevant information to understand their usage and sentiment in customer interactions with the goal to populate a dashboard for business analysts.
- Developing and maintaining a voice analytics pipeline running on AWS
- Developing and maintaining the request backend for a Voicify based mobile voice control application
- Speech to Text transcription based on cloud vendor and custom build solutions
- Topic modeling
- Named Entity and Relation extraction and aggregation
- Building a Tableau based dashboard for business analysts
Amazon Web Services (AWS), Data Science, Microsoft Azure, Natural Language Processing (NLP), Tableau
6/2020 – 3/2022
Tätigkeitsbeschreibung
Building the worlds best synthetic data generation engine that protects the privacy of individuals without
sacrificing data quality.
- Researching and developing product improvements
- Customer support and training during PoC's
- Development of internal tools for dataset management and experiment automatization
- Training and supervision of junior data scientists
- Tensorflow/Keras, pySpark, Docker, AWS
Amazon Web Services (AWS), Apache Spark, Docker, Kubernetes, Maschinelles Lernen, Python
7/2012 – 10/2019
Tätigkeitsbeschreibung
Developing data analysis applications used by neuroscience researchers. In particular applications to automatically quantify and analyze animal behavior, and software to process and analyze neuronal activity. - Developing hardware control software for behavior experiments
Responsibilities
- Building tooling for data processing and visualization
- Creating network analysis tools for structural and behavioral neural measurements
- Building data analysis pipelines for animal behavior classification
Applied Technologies
- Python, Matlab, R, matplotlib, seaborn numpy, pandas, scipy, scikit-learn
MATLAB / Simulink, Pandas DataFrame, Python, R (Programmiersprache)
9/2011 – 10/2012
TätigkeitsbeschreibungDeveloping a simulation environment controlled by a stationary replica of an autonomous vehicle.
Eingesetzte QualifikationenC, OpenGL, Robotik / Robotertechnik
4/2007 – 8/2010
TätigkeitsbeschreibungProgramming of 16 bit low power SoC devices for wireless underground sensor networks.
Eingesetzte QualifikationenC, Embedded Entwicklung / hardwarenahe Entwicklung
Ausbildung
Spanien
Valencia, Spanien
Über mich
Ich habe als Tech-Lead und Solo-Founder verschiedene Machine Learning Systeme entwickelt und betreut. Ich unterstütze und leite Entwicklerteams in den Bereichen
Software Engineering, Data Science und ML Ops.
Für weitere Details zu meinem Werdegang verweise ich auf mein LinkedIn-Profil oder meinen Lebenslauf.
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Spanisch (Gut)
- Europäische Union
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