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SolomonM-Kebede/README.md

👨‍💻 Solomon Mengesha Kebede

Computer Science Student | Data Scientist in Training | AI Enthusiast
Mathematics + Code = My Language

Email LinkedIn GitHub Location Website

✨ What I Do

My Expertise
Area Technologies
📊 Data Science & Analysis Python, Pandas, Plotly, Power BI
🧠 NLP & Machine Learning SpaCy, ParlBERT, GerVADER, WhisperX, scikit-learn
🧑🏽‍💻 Webscrapping Jsoup, BS4
⚙️ Backend Development Java, MongoDB, RESTful APIs
🎓 Education Math Tutor & Coding Mentor

🔥 Featured Projects

Portfolio Highlights
Analytics Project

🚗 Tesla Stock & Revenue Dashboard

Live dashboard analyzing Tesla financials using SEC data.

View Project 		NLP Project

🧠 Java-Based NLP Pipeline

Scraper, UIMA pipeline, WhisperX transcription & REST API.

View Project 		ML Project

📰 Fake News Classifier

Real-time classification of articles using NLP + ML & Streamlit.

View Project

📈 GitHub Stats

GitHub Stats

💡 Currently Exploring

🗣 Speech Processing
WhisperX · DUUI · Audio Pipelines

🤖 Transformer-based NLP
ParlBERT · BERT · Embeddings

🌐 Data Visualization
d3.js · Network Graphs · Similarity Analysis

☁️ Home Lab & Private Cloud
Self-hosting ·Proxmox·Docker· Virtualization · Networking · Automation

Let's Connect

Email LinkedIn GitHub



"Code is like humor. When you have to explain it, it's bad."
— Cory House

Popular repositories Loading

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    Analyzing US domestic Airline performace using graphs.

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  2. GPR_Exam_Result_Analysis GPR_Exam_Result_Analysis Public

    It is data from Goethe University's first semester Winter 2023 GPR exam results. The data was prepared without showing the participants' identities; it is just to analyse their results.

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  3. Instagram-Post-Recommendation-Technique Instagram-Post-Recommendation-Technique Public

    In this Python code, I tried to analyze data from Instagram to determine which topic should be recommended. I use Caption and Hashtags as a frame of reference and use machine learning techniques to…

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  4. RTKS-exam-result-analysis RTKS-exam-result-analysis Public

    I tried to analyze simple data from RTKS course exam results that I have participated. The data is released anonymously so that I only use the grades of students to determine how many of them gets …

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  5. Fake_news_identifier-Machine-Learning-Project Fake_news_identifier-Machine-Learning-Project Public

    This is an intermediate-level data science machine learning Project to build a model that helps identify whether news is real or fake. At the end, there is also a graphical representation of PCA

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  6. Machine-Learning-with-streamlit Machine-Learning-with-streamlit Public

    In this project I used fake.csv file to train the machine and test what kind of news is that. Whether it is bs, bias, conspiracy and so on. What makes this project unique is that I use streamlit fo…

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