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@bonifacegodwin
Machine Learning Engineer with expertise in predictive analysis.
I am a dedicated Machine Learning Engineer with a strong foundation in developing innovative solutions for predictive analysis. My journey began with a Bachelor of Engineering in Mechanical Engineering, where I graduated with First Class Honours, ranking first in my class. This academic excellence laid the groundwork for my passion for machine learning and artificial intelligence.
Currently, I work at Omeife Technologies, where I have successfully developed a medical chatbot utilizing Retrieval-Augmented Generation (RAG) architecture. My role involves enhancing large language model performance through advanced prompt engineering and fine-tuning models for medical applications. I thrive in collaborative environments, leveraging my technical skills and leadership abilities to drive projects that improve patient engagement and support.
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Work history, roles, and key accomplishments
Omeife Technologies, Uniccon Group of Companies
Nov 2024 - Present (1 year)
Developed a medical chatbot utilizing RAG architecture, collaborating with team members to design and implement the chatbot powered by LangChain and LLaMA 3.2. Enhanced LLM performance through advanced prompt-tuning techniques, leading to an increase in the model's accuracy. Fine-tuned the DeepSeek R1 Distilled LLaMA 8B model for medical Q&A, implementing parameter-efficient fine-tuning techniques
Omeife Technologies, Uniccon Group of Companies
Feb 2024 - Present (1 year 9 months)
Collaborated in a team to develop a medical chatbot powered by Retrieval-Augmented Generation (RAG) using Langchain and Llama 3.2. Improved an existing large language model project through prompt-tuning to enhance the LLM model's response. Built a machine learning model to detect positive or negative sentiments in tweets using logistic regression.
Nigerian Breweries PLC
Jun 2021 - Present (4 years 5 months)
Collaborated with a cross-functional maintenance team to perform daily preventive maintenance on 8 industrial production machines, ensuring continuous operation and minimizing downtime. Carried out daily auditing for data collection on machine operations, taking records of the functionality of each machine. Analyzed collected data using Excel, processing over 400 rows of Excel sheets for various m
Bon'Afere Fabrication Industry
Apr 2021 - Present (4 years 7 months)
Carried out fabrication of industrial machines using mechanical operations such as drilling, cutting, and welding. Constructed an industrial fertilizer plant with a team of 5, building it from start to finish using local materials and fabrication processes. Participated in a team of 4 in the construction of a mechanical blower for an industrial fertilizer plant.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Mechanical Engineering
Grade: First Class Honours CGPA: 4.73/5.00
Activities and societies: Best Graduating Student, Department of Mechanical Engineering; Dean’s List Mechanical Engineering Department; Department of Mechanical Engineering Scholar of the year award; Winners, BlockHeader Web3 Hackathon; Federal Government Scholarship awardee; MTN Science and Technology Scholarship Scheme awardee; Agbami (Deep Water) Special Medical and Engineering Professionals Scholarship Award; Head Tutor, Mechanical Engineering Department. FUTminna
Achieved First Class Honours with a CGPA of 4.73/5.00, ranking 1st in a class of 102 students. Studied Mechanical Engineering, gaining a strong foundation in engineering principles and applications.
Specialization Certificate, Deep Learning
Completed a specialization in Deep Learning, enhancing knowledge in neural networks and advanced machine learning concepts. Gained practical experience in building and optimizing deep learning models.
Specialization Certificate, Machine Learning
Completed a specialization in Machine Learning, covering fundamental algorithms and techniques. Developed skills in data analysis, model training, and evaluation.
Certificate, Machine Learning
Completed an introductory course in Machine Learning, gaining foundational knowledge in the field. Explored basic concepts and applications of machine learning.
Certificate, Data Science, AI, and Development
Completed a course on Python for Data Science, AI, and Development, focusing on programming skills essential for data-driven applications. Acquired proficiency in Python libraries for data manipulation and analysis.
Certificate, AI Career Essentials
Completed the AI Career Essentials program, focusing on foundational skills for a career in Artificial Intelligence. Gained insights into the AI industry and career pathways.
Program Certificate, Leadership Development
Participated in the Aspire Leaders Program, focusing on leadership development and global challenges. Engaged in discussions and activities designed to foster leadership skills.
Certificate, Digital Skills
Completed the Google Digital Skills for Africa program, acquiring essential digital literacy and business skills. Gained knowledge in online marketing and digital tools.
Software and tools used professionally
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