About Me
Hello! I'm a passionate and results-oriented professional with a strong foundation in data science, artificial intelligence, and natural language processing. My journey in tech has been driven by a curiosity to solve complex problems and build intelligent systems that make an impact.
I have experience in developing machine learning models, crafting NLP solutions, and building full-stack web applications. I'm always eager to learn new technologies and take on challenging projects.
In my free time, I enjoy exploring new datasets, contributing to open-source projects, and staying updated with the latest advancements in the AI field. Let's connect and build something amazing together!
My Projects
Kravbank: AI for Public Procurement (Bachelor Thesis)
Developed a Retrieval-Augmented Generation (RAG) system using MongoDB, FastAPI, and LLMs for public procurement tenders. A detailed report on this thesis project is available. Focus included automating requirement extraction and improving tender drafting.
Technologies Used:
MongoDB
FastAPI
Supabase
Python
RAG
LLMs
HNSW
N8N
Playwright
Deep Learning for Image Classification (PGR207)
Trained and evaluated MLP and CNN models for MNIST and CIFAR-10 image classification, experimenting with data augmentation, optimizers, and learning rate schedulers.
Technologies Used:
PyTorch
Python
CNN
MLP
Albumentations
Predictive Analytics: Time Series Forecasting (PGR304)
Applied SARIMA models for time series forecasting, focusing on trend/seasonality analysis, model selection, and clear data visualization. A report is available.
Technologies Used:
Python
SARIMA
Pandas
Statsmodels
My Skills
Data Science
- Python
- Machine Learning
- Data Analysis
- SQL & Databases
Artificial Intelligence
- Deep Learning
- Neural Networks
- Computer Vision
Natural Language Processing
- Text Classification
- Sentiment Analysis
- Speech Recognition
Web Development
- React & Next.js
- Node.js & Express
- API Development
My Resume
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