Hello, thanks for visiting my profile. My problem-solving approach is centered around understanding the problem domain, identifying the most important factors, and using a combination of creativity and analytical rigor to arrive at a solution. I believe in approaching problems from multiple angles and working collaboratively with others to achieve the best possible outcome.My skills include but not limited to:Natural Processing Language (Eg., Largue Language Model, Searching, Sentiment Analysis) | Computer Vision (Eg., Image and video detection and segmentation) | Anomaly and Fraud Analysis | Recommendations System Language: Python | R | Julia | SQL | JavascriptSupervised Learning:Decision Trees (e.g., CART, ID3, C4.5) | Random Forest | Support Vector Machines (SVM) | Linear Regression | Logistic Regression | Neural Networks (Deep Learning) | Gradient Boosting Algorithms (e.g., CatBoost, XGBoost, LightGBM)Unsupervised Learning:K-Means Clustering |Hierarchical Clustering | Principal Component Analysis (PCA) |Autoencoders (for dimensionality reduction and anomaly detection)Methodologies: 🔎 Data Exploration: Uncovering hidden patterns and trends through thorough data exploration and visualization.📊 Statistical Modeling: Applying advanced statistical techniques to extract meaningful insights from complex datasets.📈 Predictive Analytics: Developing and deploying predictive models to forecast future trends and behavior.📉 Trend Analysis: Identifying and interpreting trends to inform strategic planning and business growth.🔢 Quantitative Analysis: Leveraging quantitative methods to derive actionable insights and optimize processes.📑 Data Interpretation: Translating data complexities into clear, actionable recommendations for stakeholders.📊 Data Visualization: Creating visually compelling dashboards and reports to facilitate data-driven decisions.I am dedicated to empowering organizations with the analytical prowess to steer their success in an increasingly data-centric world. Let's collaborate and harness the power of analysis to drive transformative outcomes. :)
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Data ScientistEtica.Ai Dec 2019 - Present* Variable selection, sampling, and experimental design.* Statistical, econometric, and computational modeling.* Generation of insights from tabulated and non-tabulated data. -
Data ScientistJacyland Dec 2022 - PresentLuanda Province, Angola
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Senior ProgrammerUcall Oct 2023 - Jan 2024 -
Google Kagglex MenteeKaggle Aug 2023 - Nov 2023RemoteMentorship Program in Data Science -
Data ConsultantMira Market Intelligence Research / Angola Aug 2022 - Dec 2022Luanda, Angola* Application of machine learning modeling techniques in natural language processing.* Operations research and optimization, data structures, and solution governance.* Discovery of sources for prospecting new information.* Creation of pipelines to automate audit tasks
Kayenga Campos Skills
Kayenga Campos Education Details
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Instituto Politécnico Do Sumbe
Frequently Asked Questions about Kayenga Campos
What company does Kayenga Campos work for?
Kayenga Campos works for Etica.ai
What is Kayenga Campos's role at the current company?
Kayenga Campos's current role is Data Scientist | Google KaggleX Mentee.
What schools did Kayenga Campos attend?
Kayenga Campos attended Instituto Politécnico Do Sumbe.
What skills is Kayenga Campos known for?
Kayenga Campos has skills like Web Design, Aplicativos Web, Energia Solar, Testes De Websites, Design De Aplicativos Web, Ui E Ux, Seo, Json Api, Sass, Mobile First.
Who are Kayenga Campos's colleagues?
Kayenga Campos's colleagues are Emerson Rocha.
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