Manuel P.
AI Solution Architect
Experience
May 2024 - Jul 2025
1 year 3 monthsVienna, Austria
HybridAI 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.
- Mentoring Junior Developers
May 2024 - Dec 2024
8 monthsVienna, Austria
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 - Present
1 year 7 monthsVienna, Austria
CEO
Pasieka AI Solutions GmbH
- Strategic AI consultancy.
- Method development and technology selection.
- AI product and prototype development.
Sep 2023 - Jun 2024
10 monthsParticipant
Entrepreneurship & Leadership Program (Austrian Startups)
- A one-year immersive program focused on startup skills, leadership development, and mutual support.
Jun 2023 - May 2024
1 yearFounder
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.
Jun 2023 - Dec 2023
7 monthsParticipant
Founders Lab (Wiener Wirtschaftskammer)
- Entrepreneurship program focusing on developing essential skills and networks for founders to start their journey of building startups.
Mar 2023 - Jun 2023
4 monthsAI 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.
May 2022 - May 2022
1 monthAI 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 years 1 monthVienna, Austria
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 - Jun 2023
1 year 3 monthsTech 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 - Present
4 years 7 monthsFounder & 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.
Jun 2020 - Apr 2022
1 year 11 monthsVienna, Austria
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 monthsData Scientist
Craftworks GmbH
- Solution-focused development of data science projects for customers from various industries.
Jun 2012 - Oct 2019
7 years 5 monthsVienna, Austria
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.
Sep 2011 - Oct 2012
1 year 2 monthsValencia, Spain
Research Assistant
Universidad Politécnica de Valencia
- Developing a simulation environment controlled by a stationary replica of an autonomous vehicle.
Jun 2007 - Sep 2010
3 years 4 monthsEmbedded System Engineer
Adaptivia GmbH
- Development of 16-bit low-power System on Chip (SoC) embedded system devices for wireless underground sensor networks.
Summary
Leverage the power of AI for your Business!
You know AI is the future, but you don't know how it can benefit you? I will help you to understand make make AI work for you!
I offer
- Data & Artificial Intelligence Consulting
- Tech Lead & Development
- Training & Teaching
In addition, I am the host of the Austrian AI Podcast, where I interview guests and discuss the possibilities and potential of AI in Austria. Through this platform, I share my passion and knowledge of synthetic data, a novel and privacy-preserving technique that enables data-driven decision making without compromising data security.
Languages
German
NativeEnglish
AdvancedSpanish
ElementaryEducation
Oct 2018 - Jun 2019
International University of La Rioja
Artificial Intelligence · Spain
Oct 2010 - Jun 2012
Polytechnic University of Valencia
Parallel and Distributed Computing · Spain
Oct 2005 - Jun 2009
Technical University of Vienna
Computer Science · Austria
Certifications & licenses
Google Cybersecurity
CompTIA Security+ CE Certification
CompTIA
AWS Certified Cloud Practitioner
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