AI for Data & Analytics

I bring a strong combination of data science, analytics, and Generative AI experience, with a background in computational physics and several years of industry experience building practical AI solutions. My work has included designing and implementing end-to-end GenAI solutions at scale, including AI-powered analytics systems, agentic RAG solutions, call-center intelligence platforms, and natural-language interfaces that help business users extract insights from large structured and unstructured datasets. I have worked across the full lifecycle: identifying the right business problem, building prototypes, preparing and structuring data, designing retrieval and analytics pipelines, integrating LLMs with enterprise data platforms, evaluating model outputs, and moving solutions into production. I can help customers understand not only the concepts behind AI, RAG, agents, and analytics automation, but also how to apply them responsibly and effectively to real-world business use cases.

've spent 12+ years working across the full data and analytics stack — from traditional BI, SQL, and statistical modeling to building production-grade agentic AI and GenAI systems at enterprise scale. I understand both where most analytics teams are today and where AI is taking the field next. My recent work has centered on applying large language models to real business problems: retrieval-augmented generation (RAG) for grounding AI outputs in live data, fine-tuning models for domain-specific tasks, and building multi-agent systems that automate analytics workflows end-to-end. I've led teams through this exact shift — from classical analytics to AI-augmented decision-making. I also mentor data professionals directly, having guided thousands of learners through applied data science and AI concepts. Whether you're an analyst wanting to add AI/ML skills, a data scientist looking to build with LLMs and GenAI, or a team lead trying to modernize your analytics stack, I can help you build practical, production-ready AI capability — not just theory.

Welcome to my profile! With over a decade of experience in data analytics and AI, I have honed my skills at leading companies like WPP and AIG, where I managed data analytics teams and spearheaded innovative AI projects. As the Co-Founder of AsembleAI, I bridge the gap between deep tech and storytelling, ensuring that cutting-edge technology is accessible and impactful. My academic background from the University of Illinois at Urbana-Champaign, with a focus on deep learning and data mining, complements my professional expertise. Having coached 62 individuals, I am passionate about helping others excel in AI for data and analytics. Let's connect and craft a personalized strategy to achieve your career goals!

Welcome to my profile! With over a decade of experience in data analytics and AI, I have built and led high-performing teams at top companies like LinkedIn and Eaton. My expertise lies in leveraging advanced analytics and machine learning to drive business growth, improve operational efficiency, and enhance customer engagement. At LinkedIn, I established a team of 24+ data scientists and analytics engineers, deploying AI-based tools that significantly boosted productivity and customer retention. I am passionate about helping others harness the power of AI in data and analytics to achieve their career goals. Let's connect and explore how I can support your journey in this exciting field!

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!

Most analysts know AI could speed up their work but don't know where it actually fits. I do, because I rebuilt my own job around it. I work in Strategic Finance at LinkedIn, where my day job is turning messy, large-scale data into decisions that move the business. Over the past few years I've rebuilt that work almost entirely around AI: writing and optimizing SQL pipelines, accelerating Python analysis, surfacing insights faster, and automating the parts of the job that used to eat entire afternoons. I've applied this across competitive intelligence, product performance analytics, audience analysis, and financial modeling, at a company where the data is about as complex and high-stakes as it gets. The results are concrete. I've led analyses across 500M+ users that changed product roadmaps, built the A/B testing methodology my team standardized on, and my AI-assisted workflows regularly turn week-long analyses into same-day answers. I also build with AI outside work, including autonomous agents that run entire workflows end to end, so I know the tools well beyond surface-level prompting. In coaching we work on your actual job: your queries, your datasets, your deliverables. You leave with AI workflows wired into your daily work, prompting patterns that hold up on real data, and hours back every week.

Welcome to my profile! With a robust background in data science and analytics, I bring a wealth of experience from leading roles at top companies like Apple and DoorDash. At Apple, I spearheaded customer analysis for major product lines, providing critical insights for C-level executives, while at DoorDash, I led a team to enhance growth marketing strategies through advanced data analytics. As the founder of Npiphany, I now focus on empowering high-achieving professionals to master resilience and achieve success with purpose. Whether you're looking to leverage AI for data-driven decision-making or enhance your analytics capabilities, I'm here to guide you every step of the way. Let's connect and explore how I can help you achieve your goals!

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.

Certified Data Engineer with deep background in ETL, data warehousing, and analytics pipelines built at Accenture and ISG. At ISG, Provider Lens reports were produced evaluating cloud and data infrastructure for enterprise clients globally. AI-powered data pipelines built for clients in financial services, automotive, insurance, and rail. Google Cloud Platform certified. The work is about connecting data to decisions, and that is exactly what gets taught.

Welcome to my profile! With a robust background in AI strategy and data analytics, I bring a wealth of experience from my roles at Boston Consulting Group and Lennox International. At BCG, I led teams in the Gen AI and enterprise transformation practice areas, driving significant value for Fortune 500 companies through innovative AI solutions and strategic initiatives. My work at BCG has resulted in substantial sales and profit increases across various industries, including energy, transportation, retail, healthcare, and industrials. I have a keen eye for detail and a strategic mindset, which I apply to help my clients excel in their AI and data analytics pursuits. Let's connect to explore how I can support your journey in leveraging AI for data-driven success!