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Manuel Pasieka
AI Solution Architect
Wien, Österreich
Erfahrungen
Mai 2024 -
Juni 2025
1 Jahr 2 Monaten
Wien, Österreich
AI Solution Architect
CANCOM Austria AG
Designing and developing an extendable Python-based agent platform.
Supporting various Retriever Augmented Generation (RAG) workflows and tool use scenarios.
Developing customer-specific data processing pipelines.
Leveraging Azure AI Search for efficient information storage and retrieval.
Using Azure OpenAI deployed models for inference at scale.
Implementing customer-specific platform modifications.
Mai 2024 -
Dez. 2025
8 Monaten
Wien, Österreich
AI Consultant
Kapsch TrafficCom AG
Analyzing the potential of Language Model Models (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 3 Monaten
Wien, Österreich
CEO
Pasieka AI Solutions GmbH
Strategic AI consultancy.
Method development and technology selection.
AI product and prototype development.
Sept. 2023 -
Juni 2024
10 Monaten
Participant
Entrepreneurship & Leadership Program (Austrian Startups)
A one-year immersive program focused on startup skills, leadership development, and mutual support.
Juni 2023 -
Mai 2024
1 Jahr
Founder
Pallas
Scalable containerized microservice architecture.
Integration of multiple knowledge bases (Confluence, SharePoint, FileServers, etc.).
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 Monaten
Participant
Founders Lab (Wiener Wirtschaftskammer)
Entrepreneurship program focusing on developing essential skills and networks for founders to start their journey of building startups.
März 2023 -
Juni 2023
4 Monaten
AI Consultant
mySugr GmbH
Employee training on fundamental concepts of Large Language Models.
Development of LLM use cases for process automation.
Feasibility study and proof of concept design.
Mai 2022 -
Mai 2022
1 Monate
AI 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 Monate
Wien, Österreich
Tech Lead & Data Engineer
Motius GmbH
Developing a cloud-focused system architecture to enable 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 Monaten
Tech 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 3 Monaten
Founder & Host
Austrian Artificial Intelligence Podcast
Regularly inviting speakers from academia and industry to discuss their work and research in the field of Artificial Intelligence.
Exploring the Austrian AI landscape and learning about interesting methods and use cases.
Juni 2020 -
Apr. 2022
1 Jahr 11 Monaten
Wien, Österreich
Senior Machine Learning Engineer
MOSTLY.AI
Developing new encoding types and improving existing ones.
Building internal tooling for reproducible model training.
Providing technical guidance and resolving issues in customer PoCs.
Developing training material focused on the machine learning aspects of the product.
Supporting junior data scientists with supervision, onboarding, and training.
Jan. 2020 -
Apr. 2020
4 Monaten
Data Scientist
Craftworks GmbH
Solution-focused development of data science projects for customers from various industries.
Juni 2012 -
Okt. 2019
7 Jahren 5 Monaten
Wien, Österreich
Scientific Software Engineer
Vienna Biocenter Core Facilities
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 Monaten
Valencia, Spanien
Research 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 Monaten
Embedded System Engineer
Adaptivia GmbH
Development of 16-bit low-power System on Chip (SoC) embedded system devices for wireless underground sensor networks.
Sprachen
Deutsch
Muttersprache
Englisch
Verhandlungssicher
Spanisch
Grundkenntnisse
Ausbildung
Okt. 2018 -
Juni 2019
Universidad International de La Rioja
Artificial Intelligence · Spanien
Okt. 2010 -
Juni 2012
Universidad Politécnica de Valencia
Parallel and Distributed Computing · Spanien
Okt. 2005 -
Juni 2009
Technical University of Vienna
Computer Science · Österreich
Zertifikate & Bescheinigungen
AWS Certified Cloud Practitioner
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