Fielami Emmanuel David | Climate Sentiment Analysis (NLP)

Fielami Emmanuel David

AI / ML Engineer | NLP & GenAI | AWS | Building Production AI Systems

Based in +2347067805884, Lagos, Nigeria (Open to Remote Global Roles)

About

AI/ML Engineer with 6+ years of experience building and deploying machine learning systems across finance, energy, and public sector domains. Specialized in NLP, recommendation systems, and Generative AI (LLMs & RAG). Passionate about building production-ready AI solutions and solving real-world problems using data.

Skills

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Climate Sentiment Analysis (NLP)

Project links

Skills

About this project

Problem:
Organizations need insights into public sentiment on climate change policies.

Solution:
Developed an NLP-based sentiment analysis model to classify public opinion on environmental topics.

Impact:

Provided actionable insights for environmental decision-making
Enabled large-scale analysis of textual data

Tech Stack:
Python, NLP, Scikit-learn, TensorFlow

Key Highlights:

Applied text preprocessing and vectorization techniques
Built and evaluated classification models
Extracted insights from unstructured data