As a Software Engineering major, I specialize in data handling, visualization, and machine learning model development. I am an active learner and collaborator, currently leading AI projects as a community leader for Omde…
As a Software Engineering major, I specialize in data handling, visualization, and machine learning model development. I am an active learner and collaborator, currently leading AI projects as a community leader for Omdena Ethiopia. My passion lies in building innovative AI/ML solutions, underpinned by a solid foundation in software engineering. My experience as a data analyst and AI Engineer intern has allowed me to tackle challenges such as AI Document Analysis, Prompt Engineering, and Language Model Learning (LLMs). I have also honed my skills in data cleaning and preparation. I now apply my skills and knowledge as an AI programmer, where I continue to grow and contribute to the field.
Responsible for building AI solutions for finance and accounting.
Developed a semi-automatic bank reconciliation system.
Worked extensively with OpenCV and computer vision tasks.
Utilized and trained Optical Character Recognition (OCR) systems.
Preprocessed image data to make it suitable for OCR processing.
Handled post-processing of OCR results.
- Responsible for building AI solutions for finance and accounting.
• Developed a semi-automatic bank reconciliation system.
• Worked extensively with OpenCV and computer vision tasks.
• Utilized and trained Optical Character Recognition (OCR) systems.
• Preprocessed image data to make it suitable for OCR processing.
• Handled post-processing of OCR results.
Worked on tasks involving AI Document Analysis, contributing to the understanding and extraction of valuable information from text data.
Performed text data cleaning and preparation for Language Model Learning (LLM) processing, ensuring high-quality data for model training.
Engaged in Prompt Engineering, designing effective prompts to elicit desired responses from AI models.
Handled tasks related to Language Model Learning (LLMs) and Vision models, gaining experience in both NLP and computer vision domains.
Led and managed two AI for Good projects.
The first project involved detecting coffee diseases on coffee plants using computer vision.
The second project focused on collecting data and fine-tuning a Language Model Learning (LLM) model for the Amharic language, which has scarce resources available publicly for the question answering task.
Conducted comprehensive data analysis, cleaning, and visualization on pulses and other agricultural data, deriving actionable insights.
Presented data insights to company stakeholders, facilitating data-driven decision-making.
Undertook extensive research on the agriculture sector, identifying trends, challenges, and opportunities to inform strategic planning.
Engaged in in-depth research on the startup ecosystem, analyzing key success factors and areas for innovation, contributing to the company’s understanding of the market landscape.
Led and collaborated with a team for model building and deployment for a local chapter.
Served as a lead Machine Learning (ML) engineer for an innovation challenge.
Directed fellow collaborators on data pre-processing tasks during the innovation challenge.
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