Git Product home page Git Product logo

👋 Hello, I'm Ephrem Tadesse Degu!

🧠 NLP & Data Science Enthusiast 📚 MSC in Information Technology (Jimma University) 🎓 BSC in Information Technology (Jimma University)

🔍 Currently Senior Data Scientist at Tenacious Intelligence Corporation 🎯 Former Text Data Analytics Team Leader at Ethiopian AI Institute

🌱 Always exploring new technologies in AI and data-driven solutions

📫 Reach me at:

😄 Pronouns: he/him

Projects:

Experience:

  • Senior Data Scientist at Tenacious Intelligence Corporation
  • Text Data Analytics Team Leader at Ethiopian AI Institute
  • Lecturer at Jimma University

Skills:

  • Programming: Python, Java
  • Tools: Scikit-learn, TensorFlow, FastAPI, AWS services(S3, Lambda, EC2, Cloudformation, cloudwatch, RDS, AWS - CLI), Docker, git, MLOps, DE-pipline - Kedro, redash, Agile methodologies, Jira(project management tool)

Ephrem Tadesse's Projects

amhariccorpus icon amhariccorpus

The set of files used for the development of the Amharic Corpus.

data icon data

Lexical Data of Ge'ez Languages

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

ethiotelecomcdranalysis icon ethiotelecomcdranalysis

Ethiotelecom is one of the giant network provider company located in Ethiopia. Due to increasing demands and infrastructure limitation the government has decided to outsource Ethiotelecom for additional network providers. Following this expansion, the company needs an intensive research on mobile pattern traffic analysis, spatiotemporal analysis of CDR (Call Detail Record) data, temporal correlation to extract mobile traffic pattern, developing generic data-driven resource allocation approach for cellular networks based on CDR activity levels etc. Motivated by this, we perform Exploratory analysis and prediction selected features of CDR data gained from Ethiotelecom. Thus, on the basis of temporal insights of total call duration, call fee and network download traffic, a framework has been proposed for mobile traffic pattern clustering. Moreover, timeseries analysis and forecasting of CDR features will be conducted soon.

personalizedgptpoweredqa icon personalizedgptpoweredqa

This repo enables you to simplify your tasks to get relevant and precise ifnormation from your documents. You can upload your documents or provide the directories where your list of documents found.

simpleamharicocr icon simpleamharicocr

This repository is simple Amharic printed document character recognition using open source tools and streamlit. Further, this application is deployed on heroku development serever. In the near future we will come up with handwritten and printed character recognition system for all Ethiopic scripts. Thus, if anyone wants to collaborate with our project you can ping me with email.

streamlitpredictionapp icon streamlitpredictionapp

This repository is about simple prediction model using classical supervised machine learning models. We built our model and integrate with streamlit. Finally, we deploy the simple prediction model on heroku development server.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.