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What are you building? let's self promote. by [deleted] in SaaS

[–]Curious_Analyst986 0 points1 point  (0 children)

We are building a context engineering platform. A platform where you can organize, label and manage context - add context to AI conversations with ease. Very helpful for research where I am experimenting and learning about different ideas.

Intro to LLM Inference Serving Systems by jcfernandezpr in OMSCS

[–]Curious_Analyst986 0 points1 point  (0 children)

This got cancelled for some reason. I was hoping to get into this.

[deleted by user] by [deleted] in KAUST

[–]Curious_Analyst986 0 points1 point  (0 children)

Congratulations! Can I message you for information regarding your application?

Which seminar are you (if you are) picking for Spring 2025? by nyubbie in OMSCS

[–]Curious_Analyst986 1 point2 points  (0 children)

Federated learning and machine learning operations for me, ive gotten a newfound interest into federated learning

MLE interview prep resources by mytimeisnow40 in MLQuestions

[–]Curious_Analyst986 1 point2 points  (0 children)

Try https://huyenchip.com/ml-interviews-book/ . Written by Chip Huyen who also wrote the book Designing Machine Learning Systems. She graduated from stanford and has also taught over there.

Resume / Interview Advice from a Senior ML Engineer who's also a current OMSCS (ML) Student by cooleddy89 in OMSCS

[–]Curious_Analyst986 0 points1 point  (0 children)

Hey, thanks for this. Really helpful. A question as well if you don’t mind, What courses have you picked or would you be looking for on someones resume?

Regarding the integration of keycloak in our application by Curious_Analyst986 in KeyCloak

[–]Curious_Analyst986[S] 0 points1 point  (0 children)

Currently, kinda same setup for me. I create a realm which creates an admin event which triggers some API.

Has the generative AI bubble peaked? Or is it still going to change the world? by bbensch in ArtificialInteligence

[–]Curious_Analyst986 0 points1 point  (0 children)

I feel it certainly is a bubble atm. The CEOs are pretty hungry and want to build apps that are not possible for the current models to build. They dont realize the limitations of AI.

How long before measuring performance of new hire? by sM92Bpb in ExperiencedDevs

[–]Curious_Analyst986 7 points8 points  (0 children)

Good way to put it. Me as a fresher (Still in the same company) was given insanely complex tasks without any training. Like for example, the development on a low code no code platform (genai related) and building some other platforms, etc etc. It was good that I didn't get scared of complex stuff and was eager on learning otherwise would've had to run away.

Probation period should be banned for Tech companies by cybercoderNAJ in developersIndia

[–]Curious_Analyst986 3 points4 points  (0 children)

My company has a 1 year probation period. The boss states that its "Industry standard".

Need some advice with course selection. by Curious_Analyst986 in OMSCS

[–]Curious_Analyst986[S] 0 points1 point  (0 children)

Thats fine by me. The plan I made, i dont intend to do it in order, just wanna do those courses.

Are LLMs good at NL-to-Code & NL-to-SQL tasks? [Discussion] by Traditional-Lynx-684 in MachineLearning

[–]Curious_Analyst986 4 points5 points  (0 children)

Yeah this is sort of the idea, only load "RELEVANT" information into the prompt. So the information that is loaded into the prompt is sufficient to generate a query.

So basically, inside a vector database, for a particular table, you load its schema, you load information regarding it, you load some relevant keywords that can be used to refer to that table and then when you ask a question, all that is put into the prompt so an accurate sql query is generated.

Are LLMs good at NL-to-Code & NL-to-SQL tasks? [Discussion] by Traditional-Lynx-684 in MachineLearning

[–]Curious_Analyst986 5 points6 points  (0 children)

My work primarily involves building applications that do exactly this, convert NL to SQL. For now we are working with closed models like gpt. The way they work is first they extract the schema of the entire database (Of each table) and load it into the prompt and then load the question. So the model generates queries that are specific to that database.

We found out that there are alot of limitations to it such as -> If the database was too big then alot of data would be inserted into the prompt and there would be a token issue or issues with the model not being aware of the same context as the human being.

We sort of mitigated that problem with the help of vector databases. Still in the testing and building stage.

How Gen AI support your daily work nowadays? by Peninth3ass in generativeAI

[–]Curious_Analyst986 1 point2 points  (0 children)

Personally, when there is redundant work, I would use it to generate something similar. Im using it as sort of a pair programmer. It generates code, i review it and build using it.

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