My Projects
A focused selection of applied AI, ML, and data engineering work
Machine Learning
Image Captioning with Deep Learning
An end-to-end image captioning system that generates natural language descriptions using CNN feature extraction and sequence modeling.
Technologies Used
Python
TensorFlow / Keras
CNN
LSTM
NLP
Key Features
- CNN-based visual feature extraction
- LSTM-based caption generation
- End-to-end training and inference pipeline
Machine Learning
Georgian Word Spellchecker
A deep learning-based spellchecker for Georgian using a Seq2Seq encoder-decoder architecture.
Technologies Used
Python
TensorFlow / Keras
Seq2Seq
NLP
Key Features
- Character-level encoder-decoder model
- Automatic correction of Georgian words
- Optimized inference pipeline
AI Integration
AI-Integrated CV Maker
A prompt-based CV generator that uses AI to produce professional, job-tailored resumes with automatic formatting.
Technologies Used
Python
NLP
Streamlit
OpenAI / Gemini API
Key Features
- Job-specific CV tailoring using prompts
- Automatic structuring and formatting
- Export-ready PDF output
AI Integration
Meama Analytics & AI Dashboard
A retail analytics dashboard combining forecasting, simulation, and AI-driven business insights.
Technologies Used
Python
Streamlit
PostgreSQL
ARIMA
Plotly
Gemini API
Key Features
- Forecasting with ARIMA models
- Revenue simulation under promotions and seasonality
- AI-generated strategic recommendations
Data Engineering
YouTube Trending Data Pipeline
An automated ETL pipeline collecting, transforming, and storing YouTube trending data.
Technologies Used
Python
Pandas
PostgreSQL
Airflow
AI Integration
AI Audio Pipeline
An automated pipeline for processing and analyzing audio data using AI-based techniques.
Technologies Used
Python
Audio Processing
AI / ML