Portfolio
Here are some of my projects I have been working on ...
Projects
LLM Visual Chatbot - WebApp
Analytical chatbot that generates bar charts for carbonfootprints using various open source LLMs.
ETL Pipeline Project
ELT architecture ingesting Chicago Crime data and analysis via PySpark Azure Databrics.
Smart Energy Meter Data Wrangling
Wrangling of smart electrical meter reading (ASCII data), transformation into CSV & Parquet, validation, and Analysis.
CO2 Emission Analysis
Programmatic igesting of CO₂ data from the U.S. Energy Information Administration (EIA) API and Analysis.
Airbnb Price Prediction
Price prediction using Regression models with NY Airbnb listings dataset, outlier handling, and model evaluation.
Information Retrieval WebApp
A Responsive information retrieval web app (<2 sec) using TF-IDF, and relevance-ranked search results.
Certifications
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Tech Stack
AWS
Python
Docker
PostgreSQL
MongoDB
InfluxDB
MQTT
Airflow
Databricks
Jupyter Notebook
Git
Linux
PowerBI
Grafana
Pandas
Matplotlib
Plotly
Scikit-learn
Django
Flask
React
Next.js
Education
MS, Electrical Engineering
Uni Rostock, Germany
3.7/4.0 | 2022
Courses:
- Cybersecurity
- Data Warehouses and BI
- Embedded Systems & VLSI
- Natural Language Processing
BS, Electrical Engineering
Jimma University, Ethiopia
3.40/4.00 | 2015
Courses:
- Power Systems
- Control Systems
- Electronics
- Digital Systems