Cruise

• Directed a team of 5 FTEs and managed over 1,500 offshore employees across three vendors to support autonomous vehicle machine learning model development.
• Owned the roadmap and development of advanced labeling tools for autonomous vehicle machine learning models, directly improving model performance.
• Led a cross-functional team of engineers, designers, and vendors to deliver scalable solutions that labeled billions of data points.
• Established and optimized a New Product Introduction (NPI) framework, accelerating time-to-market for labeling data products.
• Conducted user research and stakeholder alignment sessions to define product requirements and prioritize features.
• Reduced operational costs by $1M through streamlined workflows and capacity planning.
• Awarded the Operations Visionary Award for groundbreaking contributions to AV data labeling operations.

Staff Product Manager - Machine Learning Data Labeling / Ground Truth

Brunk Industries

• Transformed organizational culture by defining and implementing data analytics dashboards (Power BI, SQL), enabling informed decision-making across the organization.
• Partnered with cross functional product teams to optimize internal tools, reducing inefficiencies by 20%.
• Developed strategies to improve product reliability/uptime saving >1,000 hours annually.

Director of Operational Excellence

Amcor

• Managed operations at a $100M revenue medical packaging facility with ~200 employees.
• Directed end-to-end product lifecycle management by commercializing new products and programs and implementing operational roadmaps to ensure profitability. 
• Spearheaded $4MM in new product launches by collaborating with R&D, sales, and engineering teams to ensure on-time delivery and market success.
• Restructured operations to optimize talents, improve teamwork and communication, and increase throughput
• Identified and implemented cost-saving initiatives with customer feedback that reduced expenses by 10% for core products.

Sr. Operations Manager

• Oversaw engineering and EHS functions, managing a $4M budget and 20 direct reports.
• Introduced automation technologies, saving $500K annually.
• Established the facility’s first preventive maintenance program, defining requirements to enhance product quality and reliability.
• Led a team of customers, sales, product management, R&D for new product development

Technical Engineering Manager

Tier 1 Automotive Supplier
• Established first capacity model to better improve manpower and quote new business
• Led engineering and maintenance teams, managing a $1.5M annual expense budget.
• Managed a portfolio of capital projects totaling $1M, enhancing plant capacity by 12%.
• Designed and implemented a new plant layout, achieving improved efficiency and reduced overhead.

Engineering Manager

The Dow Chemical Company

Lead mechanical engineer for commissioning and startup of a world-scale polyethylene plant ($500MM + project), Lead engineer for Salt Mining and Hydrocarbon Distribution Plant
• Commissioned and started up a $500M+ polyethylene facility, collaborated with product teams to optimize operations and reduce costs.
• Leveraged advanced and predictive analytics to identify improvement opportunities and enhance product output and profitability.

Lead Manufacturing Engineer

Caterpillar Inc.

• Completed Leadership and Technical Development Program (LTDP) which included stints in software development, Cat Proving Grounds, and manufacturing engineer at the Cat I6 Engine plant.
• Home group in Mechatronics where I spent my time developing, modifying, and validating control strategies for CAT engines at the global tech center in Mossville IL.

Systems Engineer - Mechatronics

Engineering Leader Sharing Stories | Loves Complexity and Chaos | Real Estate Investor | Technical Program Manager | Addicted to Diet Coke

In my day job I lead amazing individuals building AI products for Machine Learning Engineers in the Autonomous Vehicle space. 

On the side, here on Linkydoink I love talking about Airbnb investing. I love helping others on their investing journey. 

Send me a DM if you ever have any questions I can help answer.

Nick Korwin🥤

Alex Hall

Nutrition_Al

Everyone in the world is unique. 𝗢𝘂𝗿 𝗗𝗡𝗔 𝗽𝗿𝗼𝘃𝗲𝘀 𝗶𝘁!

Yet most of us still use generic, 𝗰𝗼𝗼𝗸𝗶𝗲-𝗰𝘂𝘁𝘁𝗲𝗿 𝗮𝗱𝘃𝗶𝗰𝗲 to improve and maintain our health.

We scour the internet for the next shiny fad to try, whether a new dietary program, a new exercise regimen or supplement to add to the ever-growing list.

We’re then left wondering why we’ve 𝗳𝗮𝗶𝗹𝗲𝗱 𝗮𝗴𝗮𝗶𝗻 in our venture to look and feel younger and healthier!

It’s because all of these diets, fads & exercise routines don’t account for your individual situation, lifestyle and even 𝗴𝗲𝗻𝗲𝘁𝗶𝗰 𝘃𝗮𝗿𝗶𝗮𝘁𝗶𝗼𝗻𝘀!

What you need is to take a 𝗵𝘆𝗽𝗲𝗿-𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘀𝗲𝗱 approach.

Based on data you CANNOT Google!

Your DNA!

Modern science has now advanced to the point where we can tailor nutrition, exercise, and other lifestyle factors SPECIFICALLY to your genetics!

You can finally end the guessing game, and save time and stress worrying if what you’re doing is “really going to work this time”.

You can get the results you want, in less time, with less energy, so you can enjoy yourself more!

Give even more to your career and more time and energy to your family and loved ones.

Message me today to chat!

Founder

Fox Group International

Following lacking results and excessive expenditure from an external agency, I took back the day-to-day management of paid media accounts to improve CPA for the company.

I also expanded methods of reaching our highly targeted audience though Google Search, Youtube and LinkedIn ads, whilst implementing tracking across channels, mapping out the full customer journey, and implementing remarketing campaigns to boost ROI.

Senior Paid Media Analyst

The Hut Group

You'e thinking: “Marketing to Fat Loss Coach? That doesn’t make sense…” Let me tell you, this experience is the very reason I coach the way I do today.

I scaled my team from 1-4 people and turned around failing ad accounts from other parts of the business. This led to opportunities such as presenting our results in using UGC and analytics to boost ROI across paid channels to improve company wide results.

Leading that team was a career highlight. Mentoring marketers, building workflows that played to individual strengths, and watching the team gain recognition for our contribution to the business was incredibly rewarding – and it planted the seed for my future in coaching.

Whilst I was proud of the work we did as a team, I became uncomfortable selling one-size-fits-all fat loss products I didn’t believe in. Retention data told a clear story: people would see short-term results, regain the weight, and then repurchase the same program. It felt like a cycle of false hope.

That insight, along with my passion for coaching and mentoring, pushed me to start my own coaching business – focused on sustainable, science-led fat loss strategies that actually work for the individual.

Digital Marketing Analyst > Senior Paid Media Exec > Paid Media Manager

🧬The DNA Fat Loss Coach 🧬 Helping Analytical Business Owners Overcome Their Fat Loss Plateau's With Data Driven 1-1 Coaching | Making Fat Loss Easier Using Personalised Insights From Your DNA!

I help busy executives lose stubborn belly fat and reclaim their energy using personalised, DNA-led coaching that actually fits their lifestyle.

🔬 Here’s How It Works:
✔️ Personalised to your DNA → No guesswork, just what works for your body
✔️ Built around your life → Travel, client dinners, celebrations? All accounted for
✔️ No fad diets → Just sustainable fat loss that doesn’t feel like a “program”
✔️ Real coaching → Clear, efficient systems that work with your schedule

📊 Real Results:
Michele - Lost 12kg/26lbs & gained back control after 20 years of dieting
Adam - Lost 9kg/20lbs & confidence to sustain weight long-term
Matt - Lost 7kg/16lbs & got down to 9.5% body fat
Walter - Lost 20kg/45lbs & set an example for his kids to follow.

This isn’t about eating chicken and broccoli or spending hours in the gym.

It’s about getting leaner, feeling better, and having the energy to perform - without overhauling your life.
If generic plans haven’t worked for you, it’s probably because they weren’t built for you.

📍 Click “Book an appointment” above to see if you’re a good fit.

Everyone in the world is unique. 𝗢𝘂𝗿 𝗗𝗡𝗔 𝗽𝗿𝗼𝘃𝗲𝘀 𝗶𝘁!

Yet most of us still use generic, 𝗰𝗼𝗼𝗸𝗶𝗲-𝗰𝘂𝘁𝘁𝗲𝗿 𝗮𝗱𝘃𝗶𝗰𝗲 to improve and maintain our health.

We scour the internet for the next shiny fad to try, whether a new dietary program, a new exercise regimen or supplement to add to the ever-growing list.

We’re then left wondering why we’ve 𝗳𝗮𝗶𝗹𝗲𝗱 𝗮𝗴𝗮𝗶𝗻 in our venture to look and feel younger and healthier!

It’s because all of these diets, fads & exercise routines don’t account for your individual situation, lifestyle and even 𝗴𝗲𝗻𝗲𝘁𝗶𝗰 𝘃𝗮𝗿𝗶𝗮𝘁𝗶𝗼𝗻𝘀!

What you need is to take a 𝗵𝘆𝗽𝗲𝗿-𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘀𝗲𝗱 approach.

Based on data you CANNOT Google!

Your DNA!

Modern science has now advanced to the point where we can tailor nutrition, exercise, and other lifestyle factors SPECIFICALLY to your genetics!

You can finally end the guessing game, and save time and stress worrying if what you’re doing is “really going to work this time”.

You can get the results you want, in less time, and less energy, so you can enjoy yourself more!

Give even more to your career and more time and energy to your family and loved ones.

And now, with advances in 𝗲𝗽𝗶𝗴𝗲𝗻𝗲𝘁𝗶𝗰𝘀, you can now accurately track and measure your internal health & rate of ageing!

So whether you’re looking to lose 20lbs or live a longer, healthier life, your genetics hold the key!

I offer a range of services from 1-off DNA Strategy Sessions, designed to “lay out the path” for you, to fully supported 6-month coaching programs with the specific goal of reversing ageing.

Check out the links in my featured section to view my current prices or drop me a message to chat!

taplio

The Battle

Nick Korwin🥤

Alex Hall

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