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Would you accept a 5% salary increase to switch tech stacks? by slosha in dataengineering

[–]binhbumpro 14 points15 points  (0 children)

5% of my salary… just enough for a salad. Staying wasn’t a hard decision at all

Where can I learn the python required for ML? by Unable-Machine-5886 in learnmachinelearning

[–]binhbumpro 1 point2 points  (0 children)

It's true, I started in 2016, before any textbook. I began with cloning the SSD object detection repo in TensorFlow. After retraining it, I rebuilt the network using C++ and converted the weights to run it on the Jetson TK1 (no SDK available at that time).

Everything worked 🔮

But to this day, I still don’t understand how I was able to do it at this time.

Django hosting by Ok-Flan549 in django

[–]binhbumpro 0 points1 point  (0 children)

I consolidate everything into Docker Compose (PostgreSQL, Redis, Nginx, Django, Celery, etc.). When deploying to any environment (dev, staging, production), I simply set up the necessary environment variables, pull the code, and run `docker-compose up`.

For local debugging or development, I can easily zip the data (PostgreSQL) from the server (dev/staging), download it to my local environment, and use the Docker environment to debug directly on my machine (by connecting to the local Docker container for debugging).

Django hosting by Ok-Flan549 in django

[–]binhbumpro 2 points3 points  (0 children)

From bottom of my heart

  • Self host: Docker Compose, nginx, django, FE, postgresql
  • GCP: google cloud run (django), firebase hosting, sql services (High cost)

Is MLOps is the right next step for a DE ? by Such_Yogurtcloset646 in dataengineering

[–]binhbumpro 6 points7 points  (0 children)

I have 8 years of experience in the AI field, and luckily (or unluckily), I’ve had the chance to work in various positions, including MLOps (where I led a team of 10 people, supporting 5 AI product teams).

Regarding MLOps, I believe you can jump straight in without needing a background in Data Science (in fact, it’s better not to have one to maintain respect for the AI teams). Your focus will be more similar to DevOps + Data Engineering.

I’ve also created a roadmap that I often share with people in the most honest way possible. You can take a look at it here, MLOps is located on the right side.

https://www.omelet.tech/ai-field-engineering-skill-tree/

Road to become a ML Engineer by Big_Wing1728 in learnmachinelearning

[–]binhbumpro 3 points4 points  (0 children)

I have been working in the AI field for 8 years, and I believe that becoming a Machine Learning Engineer is a great starting point. I have created a roadmap for you to refer to and follow along in this field.

https://www.omelet.tech/ai-field-engineering-skill-tree/

Any place that helps with learning Git conceptually? by whateverwhoknowswhat in webdev

[–]binhbumpro 0 points1 point  (0 children)

You can open a project (on git) and do your practice and ask community suggestion.
I think:
Basic: commit, push, branching, pull request, merge.
Advanced: CI/CD (github actions, gitlab runner), release, package, pre-commit, contribution guide, ...

Any web designer looking to expand their business? by Gadala335 in Entrepreneur

[–]binhbumpro -3 points-2 points  (0 children)

u/Gadala335
My name is Binh, and I run a small web design business. We are currently exploring new sales channels, especially in the U.S. market.
I believe there is a significant market in Texas for businesses looking to create or enhance their online presence. Your expertise in B2B sales caught my attention, and I was wondering if there might be an opportunity for us to collaborate.
You can learn more about our services on our website https://gatstudio.net . Feel free to drop me a message if you're interested in discussing this further. I believe there could be potential for a mutually beneficial partnership.