AI for Data & Analytics

I specialize in helping clients leverage AI for data and analytics. As a Software Engineer at Plaibook, I paved the path for retention and lead generation by leveraging AI analysis to listen customer calls, provide specialized training to their reps, and converting old leads into revenue.

I worked at IBM for 3.5 years on a state of the art automation system that incorporated multiple advanced technologies such as NLP, computer vision, and decision intelligence. As a quality engineer, understanding how each of these components worked and interacted with each other was crucial and gave me a panoramic view of the entire ecosystem. I'm here to pass down what I've learned and help you secure your next role in the AI space.

I do the work of 4 people using AI, and I can show you exactly how. I've worn every hat in data: data scientist, analyst, migration specialist, data engineer, and head of data. That full-spectrum experience means I understand the entire data landscape, not just one piece of it. As the first data hire at a $400M+ revenue company, I built a data function from scratch, managed teams, and led major migrations. Today, I leverage AI to automate workflows, deliver actionable insights, and save companies thousands in operational costs. I've helped multiple organizations modernize their data systems and integrate AI at scale—solving real problems, not theoretical ones. My coaching reflects this breadth: whether you're preparing for technical interviews, navigating career decisions, or figuring out how to actually implement AI in your workflows, I bring practical perspective on what works across the entire data function.

I help people understand, build, and use AI in practical ways. Whether you’re building an AI product, improving your workflow, exploring automation, preparing for AI/data roles, or figuring out how AI applies to your business, I can help you turn broad ideas into clear next steps. I’ve worked on technology across very different environments: the Olympic Games, startups, and AI implementations for real businesses. I’ve scoped projects, built tools, designed workflows, evaluated business cases, worked with technical infrastructure, and used AI hands-on across products, data, automation, LLMs, prompts, agents, and operations. My goal is to make AI feel less overwhelming and more useful. I’ll meet you where you are and help you move forward with more clarity, confidence, and practical judgment.

Welcome to my profile! I'm Annie, a seasoned data and analytics leader with extensive experience in AI and machine learning. As the Chief Data Officer at Urgently, I spearheaded initiatives that led to a 10% cost reduction through innovative algorithmic solutions. My journey includes leading data science teams at inMarket and thinknear, where I successfully merged businesses and developed cutting-edge data products. With a strong foundation in predictive modeling and data-driven strategies, I am passionate about helping others harness the power of AI in their analytics endeavors. Let's connect to transform your data challenges into strategic opportunities!

Welcome to my profile! I bring a combination of deep academic rigor and hands-on industry impact to AI for Data & Analytics coaching. Holding a Ph.D. in Industrial Engineering and more than 6 years of experience solving complex, large-scale problems at FedEx, I have designed and deployed advanced AI/ML models, machine learning systems, and AI-driven solutions that directly improve operational efficiency and decision-making. My work spans the full lifecycle, framing ambiguous business problems, building mathematical and ML models, developing scalable data pipelines, and productionizing solutions with MLOps. Hands-on experience includes developing internal AI chatbots (RAG-based) to unlock enterprise knowledge, as well as consistently leveraging AI for automation and end-to-end workflow optimization across scheduling, planning, and decision systems. Proven impact includes improving predictive performance by up to 40%, enhancing optimization algorithms, and leading cross-functional initiatives that influence enterprise strategy. Strong communication skills enable me to translate highly technical concepts into clear, actionable insights for diverse audiences. Clients can expect not only technical guidance, but also a practical, results-driven approach to thinking critically about data, designing scalable solutions, and delivering measurable business value.

I’m a Principal Data Scientist with 9+ years of experience helping organizations turn data into better decisions, products, and operations. My work spans product analytics, experimentation, forecasting, KPI design, machine learning, NLP, data pipelines, dashboards, and AI-powered analytics systems. I’ve built A/B testing frameworks, customer lifetime value models, user behavior forecasts, automated reporting workflows, and NLP solutions applied to large-scale business problems. In addition to my corporate experience, I’m the Founder/CEO of Datum Tech, where I work on AI, ML, Generative AI, and MLOps solutions for businesses. This includes helping organizations identify practical AI use cases, design custom AI applications, and think through scalable machine learning workflows. I also bring a strong teaching and mentoring background, with several years as a university professor teaching analytics, forecasting, trading systems, text mining, and machine learning. My academic background includes an MSc in Data Science and a bachelor’s degree in Financial Engineering, giving me a strong foundation in statistics, modeling, optimization, and business decision-making. As a coach, I help clients understand AI and analytics in practical terms, build stronger data strategies, and apply technical tools to real-world business problems.

Welcome to my profile! With a Master's in Data Science from Duke University and extensive experience as a Data Scientist, I specialize in AI and analytics coaching. At Duke, I collaborate with faculty and researchers to apply AI, machine learning, and predictive modeling to complex datasets, enhancing research workflows and generating actionable insights. My hands-on experience includes mentoring Executive MBA students in Python, R, and Tableau, and leading applied analytics projects. Whether you're looking to break into the field or advance your skills, I'm here to guide you through the intricacies of AI for data and analytics. Let's connect and create a personalized plan to achieve your goals!

Hello and welcome to my profile! With a robust background in data analytics and AI, I bring over a decade of experience from leading roles at top companies like Google and Wells Fargo. At Google, I managed global compliance risk projects, safeguarding over a billion users and saving billions in potential fines. My expertise spans across analytics, strategy, and program management, having led numerous cross-functional projects. I hold a Master's in Business Analytics from the W. P. Carey School of Business, where I honed my skills in data science and business intelligence. Whether you're looking to enhance your data strategy or leverage AI for analytics, I'm here to guide you. Let's connect and explore how I can help you achieve your goals!

Welcome to my profile! With a robust background in data science and engineering, I currently work as a Data Scientist/Engineer at Accenture, where I tackle complex, scalable problems for federal clients. My experience spans high-impact roles at SpaceX, where I contributed to Falcon 9 and Falcon Heavy engine projects, and at the US Federal Government, where I supported data science initiatives at an unimaginable scale. I hold a Bachelor's Degree from the University of North Carolina at Charlotte and have further enriched my education with a semester abroad at Singapore Management University and a certificate from Harvard Business School. I am passionate about leveraging AI for data and analytics to drive innovation and efficiency. Let's connect to explore how I can help you harness the power of AI in your data-driven projects!