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Jakub

AI Solution Architect at Unity Group

Available in 2 weeks

About

Creative, Innovation-focused Data Scientist with 6+ years of experience implementing and developing solutions that drive digital transformation and optimize the customer experience through artificial intelligence and machine learning. Technology Development Engineer highly skilled in Reinforcement Learning, Large Language Models and Multi-agent Systems. Driven and motivated to solve today's and tomorrow's mos Read more

TALENT DETAILS

€70-80 /h

Senior

English, English

GMT+02:00

FOCUS AREA

Professional experience

Under MNDA

AI-Powered Magazine Template Generator

AI engineer

Developed an intelligent system for generating new magazine templates by leveraging Retrieval-Augmented Generation (RAG) and Azure OpenAI services ‣ Implemented a multi-index approach using Azure Cognitive Search to efficiently store and retrieve relevant content from a vast database of magazines. Implemented a multi-index approach for efficient content storage and retrieval, and utilized semantic search capabilities to understand user queries. Designed an interactive user interface for editors and designers to input their requirements and preferences, generating multiple template variations based on user input. The AI-powered template generator significantly reduced the time and effort required to create new magazine issues while ensuring high-quality, engaging, and trend-aware content.

AI-Powered Magazine Template Generator

Under MNDA

Leveraging Intranets and Document Access for AI Chatbots

Ai Engineer

Developed intelligent chatbots for major Polish companies to streamline internal processes and improve employee productivity. Utilized the companies' existing intranet systems as a centralized repository for documents, policies, and other relevant information . Implemented secure access controls to ensure chatbots could only retrieve information from authorized sources within the intranet. Employed advanced natural language processing techniques, powered by Azure OpenAI and AWS Bedrock, to enable chatbots to understand and respond to employee queries effectively. Utilized state-of-the-art language models, such as GPT and Mistral, to train chatbots on company-specific terminology, jargon, and processes. Integrated chatbots with various intranet services, such as search, document retrieval, and task automation, to provide a seamless user experience.

Leveraging Intranets and Document Access for AI Chatbots

Under MNDA

Legal Information Retrieval

AI Engineer

Developed an intelligent search and retrieval agent to assist judges and legal professionals in quickly accessing relevant information from various sources . Implemented a vector database to store and index legal documents, court cases, and other relevant data, enabling efficient similarity search and retrieval . Utilized state-of-the-art language models (LLMs) to understand natural language queries and provide accurate, context-aware results .The solution significantly reduced the time spent by legal professionals in searching for information, allowing them to make informed decisions more efficiently

Legal Information Retrieval

Top Skills and Experience

Verified by Pangea.ai due diligence

5

Skills

Top Skills

Current Usage

Seniority

AI & ML Solutions

40%

6 years

Big Data & Analytics

30%

6 years

Azure Active Directory

10%

6 years

AWS

10%

5 years

ChatGPT

10%

3 years

Slide 1 of 5

AI & ML Solutions

Current usage

40%

Seniority

6 years

Big Data & Analytics

Current usage

30%

Seniority

6 years

Azure Active Directory

Current usage

10%

Seniority

6 years

AWS

Current usage

10%

Seniority

5 years

ChatGPT

Current usage

10%

Seniority

3 years

AI & ML Solutions

Current usage

40%

Seniority

6 years

Big Data & Analytics

Current usage

30%

Seniority

6 years

Azure Active Directory

Current usage

10%

Seniority

6 years

AWS

Current usage

10%

Seniority

5 years

ChatGPT

Current usage

10%

Seniority

3 years

AI & ML Solutions

Current usage

40%

Seniority

6 years

Big Data & Analytics

Current usage

30%

Seniority

6 years

Azure Active Directory

Current usage

10%

Seniority

6 years

AWS

Current usage

10%

Seniority

5 years

ChatGPT

Current usage

10%

Seniority

3 years

Apps & Tools Preferences

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Git

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Github

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Gitlab

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Azure

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Google Meet

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Jira

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Microsoft

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Microsoft Teams

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Sharepoint

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Slack

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Slack Huddle

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Git

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Github

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Gitlab

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Azure

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Google Meet

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Jira

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Microsoft

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Microsoft Teams

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Sharepoint

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Slack

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Slack Huddle

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Git

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Github

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Gitlab

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Azure

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Google Meet

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Jira

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Microsoft

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Microsoft Teams

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Sharepoint

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Slack

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Slack Huddle

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Git

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Github

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Gitlab

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Azure

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Google Meet

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Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

avatar

Slack Huddle

avatar

Git

avatar

Github

avatar

Gitlab

avatar

Azure

avatar

Google Meet

avatar

Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

avatar

Slack Huddle

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Git

avatar

Github

avatar

Gitlab

avatar

Azure

avatar

Google Meet

avatar

Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

avatar

Slack Huddle

Slide 1 of 6
avatar

Git

avatar

Github

avatar

Gitlab

avatar

Azure

avatar

Google Meet

avatar

Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

avatar

Slack Huddle

avatar

Git

avatar

Github

avatar

Gitlab

avatar

Azure

avatar

Google Meet

avatar

Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

avatar

Slack Huddle

avatar

Git

avatar

Github

avatar

Gitlab

avatar

Azure

avatar

Google Meet

avatar

Jira

avatar

Microsoft

avatar

Microsoft Teams

avatar

Sharepoint

avatar

Slack

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Slack Huddle

Employment

AI Solution Architect

AI Solution Architect

Billennium


2022 - pressent

Engaging in the design and development of Artificial Intelligence and Machine Learning solutions, I handle expansive datasets and distributed computing systems to generate valuable, data-informed insights for clients. My daily responsibilities revolve around designing architectural frameworks for some of the largest industries in Poland.

LLM Enginert/Tech Leader

LLM Enginert/Tech Leader

Digica


2020 - 2022

Collaborated on Artificial Intelligence and Machine Learning projects- including large data sets and distributed computing - used for providing data-driven insights to company's customers.

Data Scientist

Data Scientist

Harman Connected Services


2018 - 2020

Member of the delivery team responsible for engineering new projects and machine learning solutions. Operating in a data scientist role, engaged in computer vision for the automotive industry.

Testimonials

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED

Two blue lines

“"Jakub is a very competent AI Engineer. We collaborated on one project. The project was about LLM and text analytics based solutions. He was able to work in a team and contribute to the achievement of project goals."“ Read more

Maciej

VERIFIED