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