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LLM & Python developer
As a freelance Python developer, I specialize in integrating Large Language Models using Django and Kubernetes. I excel in creating custom LLM solutions, directly aligning with client needs for effective, innovative outcomes.
10+
GCP
3+
Worked with
More reviews on my LinkedIn
LLM Courses I offer
Bridging the gap between learning and doing
Integrating LLMs into existing products
Intensive course/hackathon experience tailored for businesses, focused on empowering Python developers with the expertise to effectively incorporate LLMs into their company's existing technological infrastructure- Duration
- 8 hours
- Location
- On-site
LLM Projects I made
Expanding my expertise to better serve and guide clients
Analysing OpenAI tokens and embeddings in various languages
This article examines the behavior of OpenAI's embeddings and tokenization in different languages, comparing their efficiency and linguistic adaptability across a multilingual spectrum.
Exploring Google Vertex tokens and embeddings in various languages
This piece explores the functioning and efficiency of Google Vertex's language processing features, scrutinizing how it handles various languages and adapts to diverse linguistic challenges.
Digging deeper into OpenAI speech to text API
Analyzing OpenAI's Text-to-Speech API. A Closer Look at Its Pricing, Speed, and Audio Quality in Practical Applications.Events I spoke at
Sharing knowledge to ignite curiosity
- Published on
EuroPython
At EuroPython, I presented a poster describing how LLM performance differs when asked in various languages. I also looked at how recently released models tokenize text differently compared to their older versions.
- Published on
PyCon SK
This talk investigated how well Large Language Models work in various languages by discussing token usage differences, cross-lingual embedding effectiveness, and reasoning skills across languages. It reviewed models from OpenAI, Google, and open-source projects. I also led a RAG workshop focusing on the use of LlamaIndex.
- Published on
Python Pizza
The presentation explored LLM efficiency across languages, focusing on token economy variations, cross-lingual embeddings' effectiveness in bridging language gaps, and comparing reasoning abilities in different languages.
- Published on
Prague GenAI meetup
The presentation discussed the efficiency of GPT token encoding for non-English languages and introduced new OpenAI features like text-to-speech and Assistant APIs
- Published on
Prague Python Meetup
The presentation explored language models' handling of non-English languages, examining token usage costs across languages and investigating embedding distances for non-English terms in native and translated forms, to understand potential variations and implications.
Certifications
Certifications showcasing my tech expertise
GCP
Why me
Crafting the future with Python skills and a passion for LLM
Contact me about
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01. About me
With plenty of professional experience under my belt, I keep things informal but always professional. I love getting into new tech, always with a keen eye for quality craftsmanship.
02. Interests and Hobbies
Blending deep technical skills with a passion for 3D Printing, Hardware, and Machine Learning. This unique mix enables me to deliver impactful, user-centric solutions in the ever-evolving tech landscape.
03. Tech Stack
- Python
- Django
- Docker
- LangChain
- GCP