Drake Talley - Senior Data Scientist & AI/ML Engineer

Drake Talley

Data Scientist & Machine Learning Engineer

Hi, my name is Drake Talley, and I am a data scientist proficient in Python, SQL, and machine learning. I specialize in transforming complex data into actionable insights through advanced analytics and AI solutions.

About Me

As a data scientist proficient in Python, SQL, and machine learning, I specialize in developing end-to-end AI solutions that solve real-world problems. My work spans from traditional statistical modeling to cutting-edge deep learning and computer vision applications.

I'm passionate about building scalable machine learning systems, from AutoML frameworks to retrieval-augmented generation (RAG) pipelines. My projects demonstrate expertise in both research and production-ready implementations that drive meaningful business impact.

PythonMachine LearningDeep LearningComputer VisionNLPAutoMLRAGStreamlitLangChainSQL

Drake Talley - Senior Data Scientist & AI/ML Engineer

AI/ML Expertise

Deep learning, neural networks, and advanced machine learning algorithms

Data Engineering

Large-scale data processing, ETL pipelines, and data architecture

Business Impact

Translating complex analytics into strategic business decisions

Team Leadership

Leading cross-functional teams and mentoring junior data scientists

Featured Projects

Data Science Portfolio

Comprehensive portfolio showcasing various data science projects and methodologies. Features interactive Jupyter notebooks demonstrating machine learning techniques and data analysis workflows.

Jupyter NotebookPythonData ScienceMachine Learning

Code Demo

RAG with Streamlit & LangChain

Local Retrieval-Augmented Generation (RAG) pipeline using FAISS for vector search and GPT-2 model. Demonstrates end-to-end RAG implementation without external APIs.

PythonLangChainStreamlitRAGFAISSGPT-2

Code

AutoML Framework

ZazuML fork - Easy AutoML solution for Object Detection. Streamlines the machine learning workflow from data preprocessing to model deployment.

PythonAutoMLObject DetectionMachine Learning

Code

Streamlit KPI Dashboard

Executive-quality reporting dashboard using fake generated numpy data. Demonstrates Streamlit's capabilities for business intelligence and data visualization.

PythonStreamlitData VisualizationKPIDashboard

Code

AI Computer Vision Project

End-to-end AI development project focused on computer vision applications. VisionDetect demonstrates practical implementation of AI in visual recognition tasks.

PythonComputer VisionAIDeep Learning

Code

Generative AI Projects

Collection of generative AI experiments and implementations. Explores various approaches to AI-generated content and creative applications.

PythonGenerative AIDeep LearningAI

Code

Technical Skills

Machine Learning

Deep LearningNeural NetworksComputer VisionNLPReinforcement LearningTime Series AnalysisEnsemble Methods

Programming & Tools

PythonRSQLScalaTensorFlowPyTorchScikit-learnPandasNumPyJupyter

Cloud & Infrastructure

AWSGoogle CloudAzureDockerKubernetesApache SparkAirflowMLflowKubeflow

Data Engineering

ETL PipelinesData WarehousingApache KafkaRedisPostgreSQLMongoDBElasticsearchData Modeling

Let's Work Together

I'm always interested in discussing new opportunities, collaborations, or innovative projects in data science and AI.

drake.talley@email.com

linkedin.com/in/draketalley

Location

Atlanta, GA