☕ Capstone Project 3 completed: Coffee Quality Inspection Vision

I built an end-to-end computer vision pipeline for automated coffee bean quality inspection, replacing manual and subjective checks with a scalable ML solution.

🔍 What it does:
• Detects defects in green coffee beans
• Classifies 17 defect categories
• Provides confidence scores per prediction

🔗 GitHub: https://github.com/AlexHuc/coffee-quality-inspection-vision

What should be an ideal salary in Middle East (Saudi Arabia) for a candidate who is 5 year experienced in Cyber Security domain?

People who pivoted/trying to pivot to PM - what resources did you use/do you recommend? There are some online courses or boot camps that have $1-2k tuition fees - worth it? Which ones are worth it?

All of my alts (XRP, XLM, TRX) are 🚀.... makes me very happy but very uncomfortable. Anyone else taking profits, or just hodling?

Hi what is an acceptable salary range for an associate director in biotech( +10 y experience)

Looking for a remote HR/ER or Training and Development role 9 collective YOE! Open to any referrals within the US!

I want to get out of warehouse work. What's a good-paying job where I don't need a lot of schooling?

I am going to move in the next few month to a location with a higher cost of living due to personal circumstances. I love my current company but I’ve only been here a little over a month, how should I go about requesting if it’s possible to get a salary increase? Might be a stretch but thought it might be worth mentioning.

So engineers can now automate the writing of basic code, and potentially more complex tasks, by using GPT-3.

For those who are technical: If machines can write code, how are you going to upskill? And what are the best ways make yourself indispensable?

I am not embracing the notion that you shouldn't have to code to do data science. However, I think coding may soon be much less of a competitive advantage.

To fellow Agency Producers. how often are you doing print producing, as well as video production? My agency doesn’t have a print producer in house, and I am finding myself doing that job + the normal video production of campaigns we continually do. I feel over worked and underpaid. Any advice or thoughts?

Has anyone worked directly with an Instagram type Content Creator to shoot and edit OLVs? I have a job coming up where the target market is teens and they want to connect in an authentic way. Plus as always they are saying no $$$. A friend did this happily in Europe. Would love any tips or suggestions from this group. Thanks!

Which beach to visit?

Hi guys,
How is coforge in terms of wlb,job security
Got selected for one of banking project.
Could you please help with your reviews.

Does anyone know about opportunities for HR Manager (Business Partner) role in Delhi/ncr? I have a strong referral who is currently working with KPMG India.

How is AT&T project in Techmahindra?

Anyone here a DOR? I have an opportunity to oversee a therapy department for a transitional care facility with independent, assisted, sub-acute, LTC, and a memory unit on sight. They are looking to hire 9 additional therapists to make up the team. Seems like a good opportunity as it is with a non-profit hospital organization contracting into the facility. My time would be split 50/50 between treating and management. Thoughts on must ask questions during my 2nd interview? Salary?

“I’m excited to announce I don’t give a s*** about your new job or promotion” - me 90% of the time on LinkedIn

Do any of you use Jo Malone ?

I am interested in getting the AWS Cloud Practitioner cert (foundational). I’m tech-savvy, but have not been involved in Cloud work. Any idea on how difficult the exam is?

Any of my good friends at Deloitte or EY have any security positions open? Extremely interested

What level Azure certification do recruiters start to express interest in? Administrator? Dev? Anything more advanced than fundamentals?

Which ERP solution will be the most competitive and relevant in the long-term?

Currently in Workday Financials consulting and curious as to what SAP S/4 and Oracle Fusion consultants think. Do each of these products address different markets? Any perspectives from consultants who have implemented multiple systems?

The thing I struggle with the most on a project is being able to quickly understand the business process of the clients across different industries. Any tips or resources I can use to improve that?

I always thought of Oracle as the evil empire, but for real, what's it like working for them?

Found an attractive posting and I don't want to pass up something good over an opinion I formed as a high school linux geek.

Applying one year out of undergrad?
Contd..

Anyone leveraging Sap Leonardo ? What about sap + blockchain ? I am about to resign from Deloitte, worked as an sap consultant ( security) for several years, looking to pickup new tech skills.

I work heavily in AWS and am looking to learn another cloud platform. I have zero knowledge of azure and gcp and would like input on which to learn. Azure would make sense since its the second largest in terms of market share, but GCP seems far more interesting and technically challenging with things like Kubernetes and BigQuery.

Tips for documenting requirements during a BPR/TPR? (this is my first project)

Hi guys, I have a table with customer information. Some entries are invalid. Way to find them out is by invalid customer name like ‘dguychjki’.. no definite rule. More so like you get to know that it does seem right. How best to extract such entries for further review? What condition do I put in where clause of sql?

Did anyone attend the Salesforce world tour in London today?

Interviewing with Oracle for Senior Director role (Strategic Client group). 18+ yoe
How is the work culture and PIP at Oracle? I have a comp discussion planned this week, any insights into their salary structure will help - base, joining bonus, RSUs, etc...

Any around/over the ear headphone (with mic) recommendations for around $100? On a remote project, and spend about 4-5 hours on calls

Does anyone work for Capgemini invent? Got a call from a recruiter but looking for more details

What is the best resource for diving into kubernetes? I’ve got 7 years of infrastructure/cloud background but haven’t had much of a chance to dive into containerization.

What is your preferred enterprise file storage solution? I’ve been comparing all the features but I’m curious what everyone likes best.

Tech implementation 🐠 is ERP a type of business application or do business applications refer to different ERP modules?

Does anyone know how to create tree file list on unix? For example, i have folder 1 and in it there are 2 sub folders (folder2 and folder 3), then in folder 3 there is another sub folder called folder 4. What are the quick steps and commands needed?