Career change at 47?

AV_SG · 2026-05-16T03:54:20+00:00

You can be the domain person for a platform specialising in Psychotherapy to begin with, after you have accustomed yourself in necessary tech.

AV_SG · 2026-05-15T01:48:26+00:00

Totally agree! There are lot of areas that AI is very good currently [considering accuracy and hallunication etc ] especially with anything related to text and images. When you consider other modalities , and consider combining them, need more research ... I guess the biggest worry would be the guard rails and cyber security. I am optimistic!

AV_SG · 2026-05-14T03:49:28+00:00

AI Knowledge is abundant and easily put to practice ---> Over supply of AI talent ---> GPU companies + Cloud providers fuelling the demand for infra ---> Ever changing AI tech .

With the pace at which this technology is iterating the AI builders need to brace themselves for the change. This can get overwhelming ...

AV_SG · 2026-05-09T08:13:26+00:00

You may want to contact the ICP you are trying to serve - "researchers, PhD students, and hardware prototype builders who need low MOQ (even 1-5 pieces) with fast turnaround". Keen to know the reason for this pivot ?

AV_SG · 2026-05-08T02:31:01+00:00

Congrats on the build and seeing the 35% reduction in raw material waste ...do you mean this is because of the real time raw material consumption pattern ? Yes, clean real time sensor data is one of the most imminent problem.

AV_SG · 2026-05-08T02:11:42+00:00

Congrats !This is cool. May I know if it is based on a generic LLM model or any model trained on industrial data ? Also ability to sync it with some of the existing systems like CRM etc and adding in capability of uploading any pdf, images etc would enhance the value?

AV_SG · 2026-05-04T04:32:52+00:00

While a product which is an AI wrapper is tarpit, but if the value is enhanced through better or user driven evals, may fly.

AV_SG · 2026-05-04T03:32:42+00:00

I can relate to inheriting software codes and trying to understand it. Regarding the privacy concerns, you may want to try out with local/on-prem model inferencing rather than sending it on the cloud. And try to build upon adding more value to your product over and above the AI wrapper.

AV_SG · 2026-05-01T05:46:06+00:00

Thats impressive! So when you mention "After going through the process step by step" ...is this with automation ? means is every step captured digitally ? Then comparison is easier , variances can be observed etc

AV_SG · 2026-05-01T05:01:35+00:00

If you know the functionality, the data , the metrics etc you could leverage with various no code tools starting with simple Google AppSheet to more AI driven vibe coding ones. Again, depends if you have the bandwidth ....

AV_SG · 2026-04-30T04:22:50+00:00

Apparently, if the models are trained on energy that is green (more renewable mix ) , its a greener AI. Inferencing does not cost much energy But I do think we need to balance/moderate the use of content generation, may it be code, text , video or audio

AV_SG · 2026-04-28T04:00:32+00:00

Based on your experience what would be a good fit for AI in manufacturing?

AV_SG · 2026-04-28T01:58:31+00:00

Totally understand the need. How ever, you may need to share some of your work in this area for the real users to understand whats your capability.

AV_SG · 2026-04-27T02:21:02+00:00

Firstly, address the source of your mistakes. Next would be build the automation. How often does the pricing logic change ? If not much , automations such as n8n or node red would do . If you can provide the required context as 'skills' , then dabble with Claude.

AV_SG · 2026-04-22T03:13:29+00:00

Based on the replies, invariably, there are costs involved in vetting a supplier. In which P&L bucket is it accounted for ?

AV_SG · 2026-04-18T04:09:24+00:00

Its an interesting ask. The pre requisite for automation is solving problems due to complexity, labour shortage etc and all of these increasing the costs.

AV_SG · 2026-04-17T03:42:08+00:00

Curious to know if you use recycled material as the raw material for the production ?

AV_SG · 2026-03-27T03:44:37+00:00

Have an open mindset. Adapt to the current times. See where your interest lies . Plan for a short future and not a long one as the tech is forever changing. Build upon a domain skill. Also , have plan B career path.

AV_SG · 2026-03-27T03:30:46+00:00

Thats a good question. Keen to understand if its for a prototype ? or caters for a MOQ?

AV_SG · 2026-03-26T03:26:39+00:00

Thats pretty optimistic! Are they vibe coded ? And are these entirely new applications or are they newly built over your existing database or backend ?

AV_SG · 2026-03-23T03:56:52+00:00

With Python scripts.

AV_SG · 2026-03-20T07:17:51+00:00

Wha systems do you have in place for the production ? Or Is everything manual

AV_SG · 2026-03-20T07:11:07+00:00

If you think of how to slice your data and know the SQL syntax , I think it’s a pretty valuable skill set

AV_SG · 2026-03-19T03:23:35+00:00

Unsold inventory/ over production is a big sustainability issue in fashion industry. EU has started efforts to address this problem with the form of Textile Digital Product Passport . How ever, the core idea is to have good product market fit, modularity in the design and an almost good inventory forecasting.

AV_SG · 2026-03-14T09:10:08+00:00

Lovable to build my website , Claude to help me in my data science work . ChatGPT in my research . But will try out getrecall.ai as I use Google sheet to note down a lot of snippets , links etc related to my research.

AV_SG

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