Manuel Pasieka
AI Solution Architect
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 MonatenParticipant
Entrepreneurship & Leadership Program (Austrian Startups)
- A one-year immersive program focused on startup skills, leadership development, and mutual support.
Juni 2023 - Mai 2024
1 JahrFounder
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 MonatenParticipant
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 MonatenAI 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 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 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 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 3 MonatenFounder & 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 MonatenData 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 MonatenEmbedded 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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