How to run DeepSeek or Qwen on your own Server? (DevOps)
Pre-Training Transformers with totally Synthetic Data.
Data Pipelines, ML Pipelines, AI Pipelines. Kubeflow, Airflow.Low Level Neural Networks Developer. (Transformers, LSTM, RL, GraphNeural Networks)
Julia, Python.
Riga, Latvia
1 month
2025-07 - 2025-07
AA Projekts
AI Engineer
AI Engineer
Riga, Latvia
1 year 1 month
2024-07 - 2025-07
Neural Networks (AI) project
Current focus in my research is training BERT and GPT LLMs on your ownsynthetic + real Dataset, and LoRA fine-tuning of various Heads. This isPython PyTorch + Hugging Face Transformers activity.
I am writing Neural Networks framework in Julia to:
Make very precise Time Series next value predictions. Exact numberprediction
Make very precise Classification
Accuracy like 98% - 99%
This is pure research project
Julia Transformers fit in here too with potential to create Transformers 2.0architecture. First, learning existing Transformers, and rewriting low levelneural networks basics. Then next gen framework for Transformers in Julia.
I could be extremely useful in parallel processes programming for neuralnetworks training and inference. Tree-like neural networks architectures, multi-modal neural networks. Regression, Graph Neural Networks. Non-sequentialNeural Networks.
Plus, strong Cloud and Kubernetes backends programming skills.
Riga, Latvia
6 months
2024-07 - 2024-12
Multivariate Time Series and Graphs classification
JuliaPythonGraph Neural Networks...
Classification as such
Very complex data gathering and preprocessing in various formats
Datasets creation
Nodes and graph features creation
Embedded models in the place of Kernels
Meta models
Layers execution in parallel
Multivariate time series
Non-sequential neuralnetworks
Reading scientific publications from arxiv. org
Questioning Copilot and Gemini to discover new concepts of neural networksprogramming.
Investigating these new concepts.
Creating various neural network architectures and various graph topologies.
Training, validating, fighting to improve accuracy.
Custom training cycle.
Hyper parameters tuning.
Genetic algorithms not yethere Custom Loss functions.
Residuals, attention, boosting, and other tricks.
Flux.jl layers customization.
Float64 everywhere.
Graphs data augmentation.
Fixed one GraphNeuralNetworks.jl bug here.
All this experience can be used in another MLOps role
I could be extremely useful in parallel processes programming for neuralnetworks training and inference.
Plus, strong Cloud and Kubernetes backends programming skills.
Go API style web service which allows storing Players high scores into theLeaderboard and query them by several filters (top, paging, players aroundme, time domains)
Go micro service development to query mobile apps logs from the Couchbase.Android app's Timber is storing log messages into the Couchbase Lite for off-line storage, and synchronizing them with the server when possible.
Julia language in IoT scenarios - Smart Home, Smart City, Skynet (mentioned Android app exports photos dataset for image classification neural networkstraining here)
Android App to prepare pictures for Smart Homes Vision neural networkstraining and upload to the Google Drive (Kotlin, Coroutines, Flow, CameraX, MVP, WorkManager)
WebSockets server and client in Go language
Because of the speech recognition and synthesis had to start coding in Pythonagain. Is it honestly so superior programming language? ;-)
Mozilla DeepSpeech and TTS for go based IoT systems
Go language for micro services, IoT, and Servers (inside Kubernetes, of course)
Redis (I do not use PHP and MySQL anymore, so it's mostly useless for me)Kubernetes for serious (StatefulSet, Ingress, Istio, custom Couchbase Dockerbuilds, etc)
mongodb in mobile projects (administration and usage)
Couchbase in mobile projects (administration and usage)
Ethereum in mobile projects & Azure Blockchain Service (Quorum)(administration and usage)
Kubernetes installation on bare metal (root) serversAzure Kubernetes Service (AKS), node.js, mongodb, web services, Continuous Delivery
Azure DevOps and Flutter app Continuous Delivery
Azure node.js and mongodb + BitBucket Continuous Delivery
Google Flutter and Dart programming language (React Native alternative)
Node.js framework Loopback for creating web services
Android NDK programming
Virtual Reality for Android Phones and Web Browsers
Tensorflow for Android and node.js platforms
How to create Smart Home central computer (IoT)
How to create Smart City Cloud (IoT)
Mobile AppsServersIoTCloudWeb Services
GolangNode.jsKotlinCoroutinesFlowCameraXMVPWork Manager
Riga, Latvia
10 months
2018-08 - 2019-05
various Projects
Android Developer
Android Developer
Lattelecom
Riga
2 years 10 months
2015-06 - 2018-03
Android, iOS, node.js applications development
Android DeveloperAndroidiOSnode.js
Android Developer
Worked in big multi millions users mobile projects and in R&D projects.
Worked in SAP native mobile projects.
AndroidiOSnode.js
Accenture
Riga
12 years 2 months
2003-04 - 2015-05
Double Solutions
Contracts WorkeriOSAndroid
Contracts Worker
iOS and Android applications development.
SAP mobile solutions development.
Web apps development.
iOSAndroid
Double Solutions
9 years 2 months
2005-12 - 2015-01
various Projects
CEO
CEO
on request
3 months
2004-10 - 2004-12
Sales
Partners network manager
Partners network manager
Partners network fixing and development
New products marketing
Sybase Latvia
3 months
2004-10 - 2004-12
Sales
Partners network manager
Partners network manager
Partners network fixing and development
New products marketing
Sybase Latvia
further projects on request
Aus- und Weiterbildung
Aus- und Weiterbildung
1991 Computer Programming/Programmer, General Life long learning
I'm strong with Low Level Neural Networks programming.I'm progressing with AI Agents and RAG systems programming. I'm programming custom Transformers model for symbolic andnumeric data. (Graph Tranformers modification). Neurosymboliclayers, and so much more.I'm Cloud Backend Developer and DevOps. (AWS, GCP, Azure,Kubernetes, Serverless)I can help with MLOps/ AIOps - professional programmer andDevOps help here is crucial.(that famous "garbage in - garbage out" problem in AI projects)I can install DeepSeek and Qwen on your own servers.Read my profile featured articles to check my level in all this.I am open to various offers from SERIOUS and INTELLECTUALpeople.I do not participate in farce level projects.
Programmiersprachen
Kotlin
Java
Golang
Node.js
Julia
Python
C
Datenbanken
mongodb
SQL
Couchbase
Firestore
Forschung & Entwicklung
Neural Networks
Einsatzorte
Einsatzorte
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
8 months
2025-07 - now
Double Solutions
AI Agents Developer
AI Agents Developer
AI Agents Developer. (Serverless, Kubernetes)
How to run DeepSeek or Qwen on your own Server? (DevOps)
Pre-Training Transformers with totally Synthetic Data.
Data Pipelines, ML Pipelines, AI Pipelines. Kubeflow, Airflow.Low Level Neural Networks Developer. (Transformers, LSTM, RL, GraphNeural Networks)
Julia, Python.
Riga, Latvia
1 month
2025-07 - 2025-07
AA Projekts
AI Engineer
AI Engineer
Riga, Latvia
1 year 1 month
2024-07 - 2025-07
Neural Networks (AI) project
Current focus in my research is training BERT and GPT LLMs on your ownsynthetic + real Dataset, and LoRA fine-tuning of various Heads. This isPython PyTorch + Hugging Face Transformers activity.
I am writing Neural Networks framework in Julia to:
Make very precise Time Series next value predictions. Exact numberprediction
Make very precise Classification
Accuracy like 98% - 99%
This is pure research project
Julia Transformers fit in here too with potential to create Transformers 2.0architecture. First, learning existing Transformers, and rewriting low levelneural networks basics. Then next gen framework for Transformers in Julia.
I could be extremely useful in parallel processes programming for neuralnetworks training and inference. Tree-like neural networks architectures, multi-modal neural networks. Regression, Graph Neural Networks. Non-sequentialNeural Networks.
Plus, strong Cloud and Kubernetes backends programming skills.
Riga, Latvia
6 months
2024-07 - 2024-12
Multivariate Time Series and Graphs classification
JuliaPythonGraph Neural Networks...
Classification as such
Very complex data gathering and preprocessing in various formats
Datasets creation
Nodes and graph features creation
Embedded models in the place of Kernels
Meta models
Layers execution in parallel
Multivariate time series
Non-sequential neuralnetworks
Reading scientific publications from arxiv. org
Questioning Copilot and Gemini to discover new concepts of neural networksprogramming.
Investigating these new concepts.
Creating various neural network architectures and various graph topologies.
Training, validating, fighting to improve accuracy.
Custom training cycle.
Hyper parameters tuning.
Genetic algorithms not yethere Custom Loss functions.
Residuals, attention, boosting, and other tricks.
Flux.jl layers customization.
Float64 everywhere.
Graphs data augmentation.
Fixed one GraphNeuralNetworks.jl bug here.
All this experience can be used in another MLOps role
I could be extremely useful in parallel processes programming for neuralnetworks training and inference.
Plus, strong Cloud and Kubernetes backends programming skills.
Go API style web service which allows storing Players high scores into theLeaderboard and query them by several filters (top, paging, players aroundme, time domains)
Go micro service development to query mobile apps logs from the Couchbase.Android app's Timber is storing log messages into the Couchbase Lite for off-line storage, and synchronizing them with the server when possible.
Julia language in IoT scenarios - Smart Home, Smart City, Skynet (mentioned Android app exports photos dataset for image classification neural networkstraining here)
Android App to prepare pictures for Smart Homes Vision neural networkstraining and upload to the Google Drive (Kotlin, Coroutines, Flow, CameraX, MVP, WorkManager)
WebSockets server and client in Go language
Because of the speech recognition and synthesis had to start coding in Pythonagain. Is it honestly so superior programming language? ;-)
Mozilla DeepSpeech and TTS for go based IoT systems
Go language for micro services, IoT, and Servers (inside Kubernetes, of course)
Redis (I do not use PHP and MySQL anymore, so it's mostly useless for me)Kubernetes for serious (StatefulSet, Ingress, Istio, custom Couchbase Dockerbuilds, etc)
mongodb in mobile projects (administration and usage)
Couchbase in mobile projects (administration and usage)
Ethereum in mobile projects & Azure Blockchain Service (Quorum)(administration and usage)
Kubernetes installation on bare metal (root) serversAzure Kubernetes Service (AKS), node.js, mongodb, web services, Continuous Delivery
Azure DevOps and Flutter app Continuous Delivery
Azure node.js and mongodb + BitBucket Continuous Delivery
Google Flutter and Dart programming language (React Native alternative)
Node.js framework Loopback for creating web services
Android NDK programming
Virtual Reality for Android Phones and Web Browsers
Tensorflow for Android and node.js platforms
How to create Smart Home central computer (IoT)
How to create Smart City Cloud (IoT)
Mobile AppsServersIoTCloudWeb Services
GolangNode.jsKotlinCoroutinesFlowCameraXMVPWork Manager
Riga, Latvia
10 months
2018-08 - 2019-05
various Projects
Android Developer
Android Developer
Lattelecom
Riga
2 years 10 months
2015-06 - 2018-03
Android, iOS, node.js applications development
Android DeveloperAndroidiOSnode.js
Android Developer
Worked in big multi millions users mobile projects and in R&D projects.
Worked in SAP native mobile projects.
AndroidiOSnode.js
Accenture
Riga
12 years 2 months
2003-04 - 2015-05
Double Solutions
Contracts WorkeriOSAndroid
Contracts Worker
iOS and Android applications development.
SAP mobile solutions development.
Web apps development.
iOSAndroid
Double Solutions
9 years 2 months
2005-12 - 2015-01
various Projects
CEO
CEO
on request
3 months
2004-10 - 2004-12
Sales
Partners network manager
Partners network manager
Partners network fixing and development
New products marketing
Sybase Latvia
3 months
2004-10 - 2004-12
Sales
Partners network manager
Partners network manager
Partners network fixing and development
New products marketing
Sybase Latvia
further projects on request
Aus- und Weiterbildung
Aus- und Weiterbildung
1991 Computer Programming/Programmer, General Life long learning
I'm strong with Low Level Neural Networks programming.I'm progressing with AI Agents and RAG systems programming. I'm programming custom Transformers model for symbolic andnumeric data. (Graph Tranformers modification). Neurosymboliclayers, and so much more.I'm Cloud Backend Developer and DevOps. (AWS, GCP, Azure,Kubernetes, Serverless)I can help with MLOps/ AIOps - professional programmer andDevOps help here is crucial.(that famous "garbage in - garbage out" problem in AI projects)I can install DeepSeek and Qwen on your own servers.Read my profile featured articles to check my level in all this.I am open to various offers from SERIOUS and INTELLECTUALpeople.I do not participate in farce level projects.
Programmiersprachen
Kotlin
Java
Golang
Node.js
Julia
Python
C
Datenbanken
mongodb
SQL
Couchbase
Firestore
Forschung & Entwicklung
Neural Networks
Vertrauen Sie auf Randstad
Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung