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(Aggiornato% updatedDate%)AI Consultant
Umeå, Sweden
Nativo Svenska, English
- Expertise of data science and machine learning for business applications
- 10+ years of Python software development
- 10+ years experience in AI development
Competenze (44)
Machine Learning
Excellent Written and Verbal Communication Skills
Python
WRITTEN AND VERBAL
PATENT
ChatGPT
Retrieval Augmented Generation
LLMs
INTELLECTUAL PROPERTY
Deep Learning
COMPUTER VISION
Chatbot
NEURAL NETWORKS
GENAI
Pytorch
large language models
ANOMALY DETECTION
Generative AI
OPENCV
DATA SCIENCE
PANDAS
TEACHING
BIOTECHNOLOGY
SEMANTIC
PREDICTIVE MAINTENANCE
NEURAL
SCRIPTING
Project Management
SOFTWARE DEVELOPMENT
LIFE SCIENCES
SEGMENTATION
Data Analysis
DevOps
FastAPI
SQL
SHELL SCRIPTING
BIOINFORMATICS
Stable Diffusion
OPEN SOURCE
Bash
Flask
TENSORFLOW
NEUROSCIENCE
STRUCTURED SOFTWARE
Riassunto
Self-employed consultant with 10+ years professional experience of applied machine learning (ML) and artificial intelligence (AI) development developing AI-applications from idea to product. Offering comprehensive services in development as well as helping clients define AI-strategy together with business stakeholders and manage projects to delivery, and communicate cross-functionally to various audiences, including C-level executives, experts and non-specialists.
Esperienze professionali
2023-02 - Presente
consultant with 10+ years professional experience of applied machine learning (ML) and artificial intelligence (AI) development developing AI-applications from idea to product. Offering comprehensive services in development as well as helping clients define AI-strategy together with business stakeholders and manage projects to delivery, and communicate cross-functionally to various audiences, including C-level executives, experts and non-specialists.
EXPERIENCE SynGen AI Technologies, Umeå, Sweden Founder, AI consultant Feb 2023 - Present ● Business owner - Offers services to help clients use AI to improve their business from idea to implementation including workshops, counseling, project management and implementation
2023-02 - Presente
2019-11 - 2023-02
○ Communicate externally - For instance publish the world's largest open source image dataset for cell segmentation, featured in the Medicine Maker -magazine ○ Generate intellectual property - Filed 15+ patents within machine learning ● Supervised and mentored junior colleagues (2 full time and 4 interns), MSc-students (6 total)
2018-07 - 2019-11
Introduced deep learning as a technology by implementing the company's first convolutional neural networks for semantic segmentation of microscopic images, and later led handover to product development of Sartorius first AI-product ●
● Conducted deep learning research and implemented proof-of-concept applications including: ○ Trained a BERT-based classifier in Pytorch for an internal document categorization-system that reduces manual workload by 70%.
● Implemented processes for large-scale collection, storage, and annotation of image datasets, which was then used for all deep learning-projects within the company
2016-06 - 2018-06
2014-06 - 2016-05
● Developed data visualization software for metabolomics-studies using Python, PyQt, pandas ● Provided data science support in research projects using pandas, matplotlib, scikit-learn.
Esperienze formative
2016-06 - 2021-05
2010-06 - 2015-06