Pinned Repositories
Transformer-peptide-RT-prediction
A PyTorch implementation of a peptide retention time predictor using Transformer encoder/decoder-only architectures. Both are configurable and GPU-ready for proteomics ML tasks.
LLM-decision-making
Developing a decision support system based on DeLLMa framework and multi-agent large language models (LLMs) for enhanced decision-making under uncertainty.
LLMsec
LLMsec benchmarks code generation safety across LLMs (e.g., GPT-4.1, DeepSeek V3) by generating code for programming tasks and scanning it with Trivy. Vulnerabilities are classified (CVSS-based) to assess and compare models by detected security risks.
Adam-vs-EvolutionaryAlgorithms-NN-Training
Implementation and comparison of Adam, Differential Evolution, and (1+1)-CMA-ES optimizers for neural network training on peptide datasets. Includes experiment setup, reproducible scripts, and empirical evaluation with visualizations and hyperparameter tuning.
LLM-web-searcher
LLM-web-searcher, built on LangGraph, is a multiagent system for dynamic web retrieval. It gathers content from Google search results, ranks relevant segments with sentence-transformers, and uses an LLM to aggregate and refine them into concise overviews from multiple sources. Specialized agents orchestrate each step for robust retrieval.
HealthWise
Multi-agent healthcare system: trusted health assistant for people, outbreak detector for health authorities.
3DGraphics
Project I made during my studies as a part of a subject Computer Graphics.
double-encryption-system
Client-server encryption application created as a part of recruitment process. Both symmetric (AES) and asymmetric (RSA) algorithms used for cryptography. Client application uses direct SQL-queries to write to database encrypted data, which is proceeded by the server using EF Core after that.
ecatering
E-Catering service created with ASP.NET Core backend and Angular frontend in team of 5 during my studies
EU-Commission-Network-Analyzis
Reconstruction of the network of connections between members of the European Commission based on their joint attendance at meetings with lobbyists, with additional consideration of their age, party affiliation, and field of study.
maksanm's Repositories
maksanm/Transformer-peptide-RT-prediction
A PyTorch implementation of a peptide retention time predictor using Transformer encoder/decoder-only architectures. Both are configurable and GPU-ready for proteomics ML tasks.
maksanm/Adam-vs-EvolutionaryAlgorithms-NN-Training
Implementation and comparison of Adam, Differential Evolution, and (1+1)-CMA-ES optimizers for neural network training on peptide datasets. Includes experiment setup, reproducible scripts, and empirical evaluation with visualizations and hyperparameter tuning.
maksanm/LLMsec
LLMsec benchmarks code generation safety across LLMs (e.g., GPT-4.1, DeepSeek V3) by generating code for programming tasks and scanning it with Trivy. Vulnerabilities are classified (CVSS-based) to assess and compare models by detected security risks.
maksanm/LLM-decision-making
Developing a decision support system based on DeLLMa framework and multi-agent large language models (LLMs) for enhanced decision-making under uncertainty.
maksanm/mmakaranka_lab_secure_app
maksanm/LLM-web-searcher
LLM-web-searcher, built on LangGraph, is a multiagent system for dynamic web retrieval. It gathers content from Google search results, ranks relevant segments with sentence-transformers, and uses an LLM to aggregate and refine them into concise overviews from multiple sources. Specialized agents orchestrate each step for robust retrieval.
maksanm/EU-Commission-Network-Analyzis
Reconstruction of the network of connections between members of the European Commission based on their joint attendance at meetings with lobbyists, with additional consideration of their age, party affiliation, and field of study.
maksanm/pytorch_DGCNN
Fork of PyTorch implementation of DGCNN used during university project tests
maksanm/Weather-Sentiment-prediction
Applying NLP and ML techniques for weather sentiment prediction based on tweets.
maksanm/Spatial-Regression
Chicago Crime Rate regression with analysis.
maksanm/YAMR-LLM-Service
Simple FastAPI server using LangChain to provide LLM service for recommendations for YAMR - Yet Another Movie Recommender application.
maksanm/MARLlib
Using MARLlib to test MAPPO and IPPO MARL algorithms in selected multi-agent environments.
maksanm/TI-NBC
Implementation and analysis of Neighborhood-Based Clustering by Means of the Triangle Inequality
maksanm/SAD-project1
Poland unemployment rate report based on the data from https://data.ecb.europa.eu/
maksanm/TeamIt
Bachelor engineer thesis - project management system with role-based teams and communication.
maksanm/double-encryption-system
Client-server encryption application created as a part of recruitment process. Both symmetric (AES) and asymmetric (RSA) algorithms used for cryptography. Client application uses direct SQL-queries to write to database encrypted data, which is proceeded by the server using EF Core after that.
maksanm/ecatering
E-Catering service created with ASP.NET Core backend and Angular frontend in team of 5 during my studies
maksanm/PDRPy_PD2
Python data analysis task solved during studies.
maksanm/SSHchecker
A low-level program written in C for processing student solutions.
maksanm/minijam
Game made during 72-hour Mini Jam 63: Future.
maksanm/3DGraphics
Project I made during my studies as a part of a subject Computer Graphics.
maksanm/flutter-messenger
Messenger application created with flutter as a part of a subject project during my studies.
maksanm/movies-db-app
Simple database client application created during my studies. The application was made using ADO.NET and Windows Forms.