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.
<p>Responsible for building AI solutions for finance and accounting.<br>
Developed a semi-automatic bank reconciliation system.<br>
Worked extensively with OpenCV and computer vision tasks.<br>
Utilized and trained Optical Character Recognition (OCR) systems.<br>
Preprocessed image data to make it suitable for OCR processing.<br>
Handled post-processing of OCR results.</p>
- 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.
<p>Worked on tasks involving AI Document Analysis, contributing to the understanding and extraction of valuable information from text data.<br>
Performed text data cleaning and preparation for Language Model Learning (LLM) processing, ensuring high-quality data for model training.<br>
Engaged in Prompt Engineering, designing effective prompts to elicit desired responses from AI models.<br>
Handled tasks related to Language Model Learning (LLMs) and Vision models, gaining experience in both NLP and computer vision domains.</p>
<p>Led and managed two AI for Good projects.<br>
The first project involved detecting coffee diseases on coffee plants using computer vision.<br>
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.</p>
<p>Conducted comprehensive data analysis, cleaning, and visualization on pulses and other agricultural data, deriving actionable insights.<br>
Presented data insights to company stakeholders, facilitating data-driven decision-making.<br>
Undertook extensive research on the agriculture sector, identifying trends, challenges, and opportunities to inform strategic planning.<br>
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.</p>
<p>Led and collaborated with a team for model building and deployment for a local chapter.<br>
Served as a lead Machine Learning (ML) engineer for an innovation challenge.<br>
Directed fellow collaborators on data pre-processing tasks during the innovation challenge.</p>
نظام التوظيف التشغيلي المعتمد على الذكاء الاصطناعي أولاً، الذي يوحّد ويؤتمت دورة التوظيف بالكامل للمؤسسات الحديثة حول العالم.
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