micheal0034
Config files for my GitHub profile.
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Micheal-Code-Challenge
This is just the codes i used to practice through my journey as a Data Scientist
Jupyter Notebook
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Micheal Edekin
Mentor
Rising Codementor
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ABOUT ME
AI/ML Developer with 5 years of experience
AI/ML Developer with 5 years of experience
Result-oriented Data scientist specialized with 5 years of full-time working experience in AI/ML, NLP, NLU, and recommendation systems. I have expertise in engineering production-level ML solutions.
West Central Africa (+01:00)
Joined October 2024
EXPERTISE
5 years experience
4 years experience
4 years experience
4 years experience
3 years experience
5 years experience
4 years experience
REVIEWS FROM CLIENTS
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SOCIAL PRESENCE
EMPLOYMENTS
Head of Operations & Technical Lead (Generative AI & Cloud)
GritinAI
2024-04-01-Present
- Building enterprise agents - function calling, RAG, memory modeling, code interpreter, reflection, planning, reasoning and multi-...
- Building enterprise agents - function calling, RAG, memory modeling, code interpreter, reflection, planning, reasoning and multi-agent.
- Consultancy: Worked with Horizontal IOU to build AI capabilities for multiple domains (Government, healthcare, Automobile, Insurance.)
- Big Win: Multiple POC’s for clients ended up getting converted to a Full-fledged Data Science Project.
- Currently working on different AI/ML and Gen AI Projects using Azure Cloud.
Python
SQL
Azure
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Python
SQL
Azure
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Assistant Technical Lead (Generative AI)
GritinAI
2023-11-01-2024-04-01
- Built spark data pipeline on GCP Dataproc clusters to process ~ 2 billion JSON records to train a sentence embedding using transf...
- Built spark data pipeline on GCP Dataproc clusters to process ~ 2 billion JSON records to train a sentence embedding using transformers model, Pytorch and NLTK on 4 million query-product pairs.
- Created a pipeline to retrieve ~ 2 million product features from multiple big query tables.
- Utilized Hadoop, Yarn, and HDFS to construct effective ETL pipelines for data processing and analysis.
- Engineered a recommendation system using sentence embedding and the BM25 method, which increased clicks and purchases by 10% on offline evaluation.
GCC
NLP
Apache Kafka
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GCC
NLP
Apache Kafka
TensorFlow
Apache Hadoop
Recommender Systems
PyTorch
Machine Learning Deployment
Machine Learning Research
Transformers
Huggingface
Machine Learning System Design
Natural Language Toolkit
Machine Learning Models
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Lead AI/ML Engineer (Recommendation System & Generative AI)
TalkDEI
2023-08-01-2024-04-01
- Developed a recommendation system using sentence embeddings and Retrieval-Augmented Generation (RAG) techniques. Utilized Azure C...
- Developed a recommendation system using sentence embeddings and Retrieval-Augmented Generation (RAG) techniques. Utilized Azure Cloud for scalable data storage and deployment, and leveraged Large Language Models (LLMs) such as GPT-3 or similar for generating contextually relevant recommendations.
- Built an analytics platform utilizing Python and SQL to enable real-time tracking and analysis of diversity procurement efforts. Utilized advanced visualization libraries (D3.js, Plotly) to build dynamic dashboards and reporting tools.
- Built an AI driven chatbot, utilizing TensorFlow and Spacy libraries for NLP. Integrated Transformer-based models such as BERT and GPT-3 for contextual understanding and dialogue generation. Deployed Rasa for conversational flow management and dialogue state tracking. Used Apache Kafka for real-time data streaming and communication.
- Implemented GitLab CI/CD pipelines and workflows for Docker builds, unit testing, metrics reporting, and merge conflict checks to support MLOps and ensure codebase stability for the team.
Python
SQL
Azure
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Python
SQL
Azure
D3.js
Docker
Apache Kafka
TensorFlow
Spacy
Plotly
Rasa
GitLab CI/CD
GPT-3
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PROJECTS
Ai Smart Surveillance SystemView Project
2023
Build an effective Ai enhanced system using ultralytics, hugging face and other open source model, effectively deploy and still make some...
Build an effective Ai enhanced system using ultralytics, hugging face and other open source model, effectively deploy and still make some upgrades to the system.
Python
Apache Kafka
Ownership
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Python
Apache Kafka
Ownership
gRPC
Computer Vision Engineering
Torchvision
Huggingface
LLM
LLaMA
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RAG ChatbotView Project
2023
Built a llama open source RAG system that is 60% chatGPT, built for a company GritinAI
Built a llama open source RAG system that is 60% chatGPT, built for a company GritinAI
Python
Database Development
Transformers
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Python
Database Development
Transformers
Streamlit
GPT-3
Huggingface
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