Projects
A collection of projects that tell my story.
Conversational AI Chatbot
Advanced chatbot application to interact with internal knowledge bases using Retrieval-Augmented Generation (RAG).
Python
Generative AI
LLM
Vector Database
Embeddings
Streamlit
TV Ads Attribution
A tool to measure the short-term online impact of TV ads by analyzing post-spot visit spikes and calculating website traffic attribution.
Python
ETL
Data Engineering
PySpark
AWS
IAB Category Service
IAB category classification of video content for contextual targeting.
GumGum
Segmentation
Transcriber
Natural Language Processing
BERT
Data Pipeline Automation WIP 🚧
Automated data processing and transformation pipeline.
Databricks
Python
ETL
PySpark
Data Engineering
Time Series Forecasting
Highly scalable metaflow pipelines to train and predict website traffic using time-series forecasting models.
Python
Prophet
Time-Series
Metaflow
MLOps
User Segmentation WIP 🚧
Model for user segmentation and classification based on watching behavior, designed to optimize ads targeting strategies.
Python
AWS SageMaker
XGBoost
Classification
Monitoring System WIP 🚧
Monitoring web application for an improved data pipeline monitoring and alerting.
Software Development
Python
Flask
HTML
CSS
Acoustic Anomaly Detection
System for detecting anomalies in acoustic signal using unsupervised learning techniques.
Deep Learning
Computer Vision
Anomaly Detection
CNN
Clustering
Reporting Dashboard WIP 🚧
Real-time reporting dashboard for monitoring of 8D reports for manufacturing nonconformities.
BI
QlikSense
Reporting