Manuel Pasieka
AI Solution Architect
Erfahrungen
Mai 2024 - Juni 2025
1 Jahr 2 MonatenAI Solution Architect
CANCOM Austria AG
- Designing and develop an extendable python-based agent platform.
- Support various RAG workflows and tool use scenarios.
- Develop customer specific data processing pipelines.
- Leveraging Azure AI Search for efficient information storage and retrieval.
- Use Azure OpenAI deployed models for inference at scale.
- Implement customer specific platform modifications.
Mai 2024 - Dez. 2025
8 MonatenAI Consultant
Kapsch TrafficCom AG
- Analyzing the potential of LLMs in existing business processes.
- Evaluating and estimating the technical feasibility and effort required to implement prototypes.
- Identifying innovative use cases for LLMs to drive business growth and efficiency.
Apr. 2024 - Bis heute
1 Jahr 2 MonatenCEO
Pasieka AI Solutions GmbH
- Strategic AI consultancy.
- Method development and technology selection.
- AI product and prototype development.
Sept. 2023 - Juni 2024
10 MonatenParticipant
Entrepreneurship & Leadership Program (Austrian Startups)
- The Entrepreneurial Leadership Program is a community for those who go and build rather than complain about problems.
- It’s a one-year immersive program centered around startup skills, leadership development and mutual support.
Juni 2023 - Mai 2024
1 JahrFounder
Pallas
- Pallas is a Knowledge Management System that helps companies to make most of their documentation.
- Pallas achieves this with a scalable Retriever Augmented Generation (RAG) system that operates autonomously on-premises or in a company’s virtual private cloud (VPC), providing control and safety over internal knowledge, while accelerating finding and using important information and documents within the company.
- Scalable containerized microservice architecture
- Integration of multiple knowledge bases (Confluence, SharePoint, FileServers, …)
- Hybrid search and information retrieval using document and query expansion
- Efficient use of open-source large language models for question and answering.
Juni 2023 - Dez. 2023
7 MonatenParticipant
Founders Lab (Wiener Wirtschaftskammer)
- The Founders Lab is an entrepreneurship program focuses developing the essential skills and network to start founders on their journey of building a modern startup.
März 2023 - Juni 2023
4 MonatenAI Consultant
mySugr GmbH
- Employee training on fundamental concepts of large language models.
- Development of LLM use case for process automation.
- Feasibility study and PoC design.
Mai 2022 - Mai 2022
1 MonateAI Architect
Brantner Digital Solutions GmbH
- Building a dataset manifest.
- Tracking model retraining with MLFlow.
- visualizing and comparing models based on their model performance.
Apr. 2022 - Apr. 2025
3 Jahren 1 MonateTech Lead & Data Engineer
Motius GmbH
- Developing a cloud focused system architecture to enable the deployment of a Django based backend on AWS spot instances.
- Rearchitecting the data processing backend to increase system reliability.
- Developing a multi-tenant data processing solution that enables scale to zero.
- Extending data models and optimizing database access performance.
Apr. 2022 - Juni 2023
1 Jahr 3 MonatenTech Lead & Data Engineer
CARIAD
- 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.
Apr. 2021 - Bis heute
4 Jahren 2 MonatenFounder & Host
Austrian Artificial Intelligence Podcast
- I regularly invite speakers from academy and industry to talk about their work and research in the field of artificial intelligence to explore the Austrian AI landscape and learn about interesting methods and use cases.
Juni 2020 - Apr. 2022
1 Jahr 11 MonatenSenior Machine Learning Engineer
MOSTLY.AI
- Built synthetic data generation engine that protects the privacy of individuals without sacrificing data quality.
- Developed new encoding types, improved existing ones and built internal tooling for reproducible model training.
- Provided technical guidance and resolved issues in customer PoCs as well as answered product related questions.
- Developed training material focusing on the ML aspects of our product for internal and customer satisfaction.
- Supported junior data scientists with supervision, onboarding and training.
Jan. 2020 - Apr. 2020
4 MonatenData Scientist
Craftworks GmbH
- Solution focused development of data science projects for customers from various industries.
Juni 2012 - Okt. 2019
7 Jahren 5 MonatenScientific Software Engineer
Vienna Biocenter Core Facilities
- Developing data analysis applications used by neuroscience researchers, like applications to automatically quantify and analyze animal behavior, and software to process and analyze neuronal activity.
- Developing hardware control software for behavior experiments.
- 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.
Sept. 2011 - Okt. 2012
1 Jahr 2 MonatenResearch Assistant
Universidad Politécnica de Valencia
- Developing a simulation environment controlled by a stationary replica of an autonomous vehicle.
Juni 2007 - Sept. 2010
3 Jahren 4 MonatenEmbedded System Engineer
Adaptivia GmbH
- Development of 16-bit low power SoC embedded system devices for wireless underground sensor networks.
Zusammenfassung
I am a builder, entrepreneur, and AI Consultant that makes AI work for you.
Sprachen
Deutsch
Muttersprache
Englisch
Verhandlungssicher
Spanisch
Grundkenntnisse
Ausbildung
Okt. 2018 - Juni 2019
Universidad Internacional de La Rioja
Master · Artificial Intelligence · Spanien
Okt. 2010 - Juni 2012
Universidad Politécnica de Valencia
Master · Parallel and Distributed Computing · Spanien
Okt. 2005 - Juni 2009
Technical University of Vienna
Bachelor’s · Computer Science · Österreich
Zertifikate & Bescheinigungen
AWS Certified Cloud Practitioner
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