I had the great opportunity to conduct a webinar with students at the University of Kentucky, diving into the transformative world of Artificial Intelligence (AI). Hosted by the IEOM Society Student Chapter at the University of Kentucky in Lexington, this engaging session, titled “From Data to Intelligence: A Comprehensive Dive into Data Visualization, ML, DL, & Generative AI,” offered an in-depth exploration into the field of AI. This event provided a valuable learning experience, covering key concepts from data visualization to advanced machine learning (ML), deep learning (DL), and generative AI, equipping students with essential insights to thrive in a modern, tech-driven landscape. The webinar, organized under the guidance of Dr. Catherine Maware, Assistant Professor of Lean Systems Engineering Technology, reflects IEOM’s commitment to preparing students for a future powered by AI advancements.

In today’s world, understanding the layers of AI technology is crucial, as it touches virtually every industry and drives innovation across sectors. This webinar helped students understand how data visualization lays the groundwork for interpreting complex datasets, while ML and DL techniques reveal patterns and insights to drive informed decision-making. Attendees also explored the exciting realm of generative AI, which has recently captured attention for its ability to create new content, from text and images to solutions for complex engineering challenges. With these skills, students gained a solid foundation for applying AI concepts practically, enhancing their academic projects and preparing them for real-world challenges.
IEOM, renowned for its dedication to industrial engineering and operations management, designed this session to empower the next generation of engineers and data scientists. By connecting theory with practical applications, this webinar equipped attendees with the knowledge to harness AI tools effectively, creating pathways to become influential in their future careers. To learn more about this transformative session and explore how AI can reshape industries and address critical issues, visit the IEOM University of Kentucky Chapter page. Are you ready to turn data into intelligence and lead in the AI revolution?
As healthcare continues to evolve, the role of technology, particularly artificial intelligence, is becoming indispensable. At the Industrial Engineering and Operation Management (IEOM) World Congress, hosted by Lawrence Tech University in Southfield, Michigan, Chen and I presented on “Harnessing AI for Holistic Healthcare.” AI’s potential in healthcare is vast, extending from early diagnosis and predictive analytics to personalized treatment plans and real-time patient monitoring. In my presentation, We discussed AI’s capacity to address some of healthcare’s most pressing challenges and improve data management. By analyzing vast amounts of data, AI can support precision medicine tailored to individual needs, but also help to keep up with the health data. This holistic approach not only enhances patient outcomes but also boosts overall healthcare efficiency—a critical need in today’s healthcare system.

The IEOM World Congress is known for fostering an environment of collaboration and learning, and this year’s agenda was no exception. Attendees had the chance to engage directly with experts, participate in discussions, and take away practical insights to implement in their organizations. The session provided a valuable opportunity for professionals to consider how these technologies can support a more proactive, integrated approach to patient care. With healthcare as a top priority worldwide, the conversation around harnessing AI for a healthier future is both essential and timely.



As we look toward a future where AI-driven healthcare becomes the norm, one can’t help but ponder: How can these technologies not only transform our healthcare systems but also make them more accessible and equitable for all? If you’re attending the IEOM World Congress this October, prepare to be inspired, informed, and equipped to bring about meaningful change in your organization. For more details on the conference and keynote lineup, visit the IEOM World Congress 2024 page and the keynote speaker’s webpage.
On July 18, 2024, I participated in the 5K Verizon run, marking a significant milestone in my recovery journey since my near-fatal car accident in 2019. This event was more than just a race; it was a testament to resilience, determination, and the incredible support I received from my team at Optum. In preparation, I dedicated about two weeks to training around Sunset Lake, each lap a little over a mile. My strategy was simple yet effective: alternating between a 1-minute walk and a 1-minute jog, sometimes extending to a 2-minute jog.
This was my first major run since the accident, and I was keenly aware of the importance of pacing myself. Taking it one step at a time, literally and metaphorically, was my mantra. The support and camaraderie of my Optum team were invaluable, providing the motivation and encouragement needed to stay focused and positive. Crossing the finish line was an emotional and triumphant moment, symbolizing the progress I’ve made since 2019. This run was about overcoming obstacles and embracing challenges.
I’m deeply grateful for the unwavering support from my team and everyone who believed in me. This milestone is just the beginning, and I’m excited about the journey ahead. Here’s to achieving even bigger milestones and continuing to push the boundaries of what’s possible. Thank you to everyone who has been part of this journey. Together, we’ve turned a significant challenge into a powerful triumph. Here’s to many more milestones and successes ahead!
#NewBeginnings #teamoptum #resilience


Recently I had the opportunity to be a Keynote speaker and do machine learning, deep learning workshop at the 5th South American International Conference on Industrial Engineering and Operations Management (IEOM) in Bogotá, Colombia. The event brought together experts and professionals dedicated to advancing the discipline of industrial engineering and operations management around the globe.






The title of my talk was “Unraveling Machine Learning & Deep Learning: From Data to Intelligence”. In it, we explored how machine learning and deep learning are revolutionizing industries by turning vast amounts of data into actionable intelligence.
IEOM started it’s journey in 2011. Its mission is to promote critical thinking and networking in IE and OM worldwide, particularly in emerging countries. The society values diversity, inclusion, professional development, and sustainability. Their platform serves to inspire dialogue and innovative thinking, often leading to collaborations and solutions benefitting economies worldwide. What impresses me most about IEOM is its ability to foster talent development, and support communities particularly in emerging economies in the Industrial Engineering and Operations Management space.
After the conference, I took some time to explore the vibrant city of Bogotá and Colombia’s ancient and captivating culture. The historical richness of the city left a lasting impression on me. Highlights of my visit included:
- Monserrate: This iconic mountain offers breathtaking city views and is a must-visit for travelers in Bogotá.
- Gold Museum (Museo del Oro): This museum houses an extensive collection of pre-Hispanic gold artifacts and is a testament to the rich cultural heritage of Colombia.
- Botero Artworks (Museo Betero): The works of renowned artist Fernando Botero, known for his unique style of depicting people and objects with exaggerated proportions, were truly fascinating to witness in person.
Being a part of this conference was an unforgettable experience. With the advent of our new technology today we are standing at the dawn of a world that is yet to be imagined. We have the responsibility to ensure that the people who produce these technologies will use them ethically for making our world healthier and safer for all human kind. For more details about my workshop and keynote speaking at the Bogota, Colombia conference, you can visit IEOM Society International website.
One of my colleague Michelle highly recommended 4 Brothers Breakfast which I found about 9 miles from my residence and located in 41 Mountain Blvd, Warren, NJ. Michelle mentioned that the breakfast is unique and she and family enjoyed the Southern cuisine. I asked Mani to join during a weekend and explore. Harry Potter and I left home around 9:30am. Mani joined us around 10:00am.
The place offers classic Chicken and Waffles to crispy Fried Catfish. Friends who are interested to have halal food, they serve halal menu.




We ended up ordering fried calamari appetizer, shrimp & grits, turkey bacon & two eggs, and coffee. Food was fresh and plenty. My favorite was their Shrimp & Grits. The service could be a bit better but again, I feel that for the time I was there, it was a good enough choice. If you plan to go, I would recommend to do the reservation prior. We had to sit outside as I did not do any reservation earlier.
The restaurant is located in a very nice neighborhood. After we had our meal, Harry Potter, Mani and I walked around the neighborhood for an hour. It was a sparse suburban feel and there are lots of restaurants and parks around. If you are in Warren, NJ I would recommend to check out 4 Brothers.
the buzz about the farm to table offerings at d’floret and legendary owner Dennis Foy. So recently I visited this slightly French, pocket sized bistro nestled in Hunterdon County on the Delaware River in Lambertville, NJ. Before I begin I’d like to share a few thoughts about Chef Foy’s storied career.
then handed over to a chef so she or he can create something magical.
begin I ordered a sautéed tian of crab, with thyme and aioli sauce. It was fresh, meaty and seasoned just right. At $18 dollars it’s what you’d expect. Another wonderful appetizer was the chilled pea soup with cured ginger; having the right amount of spice balance and chill for $9. The organic whole roasted chicken (for two) with creamy mashed potatoes and vegetables costs $56. The Amish chicken was skillfully slow cooked, succulent and scrumptious. Yes it is organic and expensive but that’s the price we sometimes pay for quality.


