Today I am catching up on what I missed on Monday. I am working on training my class grade model, but I may have to shift how I approached this project depending on how the outputs function when using my personal data.


today I was at the library working on my grading model. I was trying fix my grading model


Today I will continue to work on my Kaggle models course. On the main project being the grade perdition model, I have been trying to figure out what it will do. At the moment I conflicted between whether it will produce a graduation ready score and/or a GPA Or does it produce future grades base on patterns in past semesters and personality.


Today I will continue to brainstorm game ideas. Still at a stump right now and I really want to make something great.


I now have a Jali regression dataset with 368 rows that is balanced across the full 0.0 to 1.0 range. I strengthened the weaker bins like 0.3 and 0.6 and added good representation at the extremes of 0.0 and 1.0, giving the dataset solid coverage. I trained the Jali regression model with XGBoost and SentenceTransformer embeddings, and the results were strong with an MSE of 0.0086, an RMSE of 0.0928, and an R² score of 0.896. These scores mean the model is very accurate, with predictions usually within about 0.1 of the true label, and it explains nearly 90 percent of the variance in the data. Overall, my Jali model is highly reliable and ready to be used for inference or pushed to Hugging Face for sharing.


today i will be working on the dataset for gpa again, adding more data and updating my dataset/model


today im working on filling my local website with mockup data so I can make somewhat of a trailer for the website itself to show people


Today im working on improving my website so it has a more originality. I realized it was more like Canvas than i thought so im working on making it a more of a all-in-one study tool instead of a hub i guess.


today i worked on figuring out what the heck is going on with my space and i think i got it so I'm about to start making changes and not with an llm lol


today im working on adding new lines of code to the colab dataset and then working on the ui


Today I will be mapping out and creating UI for a social app. Then trying to hook up the front end to our database in the backend.


today im going to change my data set to work based on last years grades along with total transcript, i also want to change the space with the new updated fields


Today I am working on the backend and adding more buckets to the supabase for a social media app and uploading my model training process to the github repository.


Today I will have to be on the road during the call. I plan to revise my dataset and or change my approach to training my model


Today, I'm going to be incorporating the improved dataset variables into my Grade prediction app and changing the UI to be more easier to use.


Today I will be working on training a sentiment-analysis model based on creative states


Today I will continue working on my personal project in unity, finishing setup on the login and sigh up screens UI and then testing it.


Today I will continue to work on adding the pictures of the partners in the 100 black men website. Yesterday I had a few roadblocks pertaining to that I couldn’t add the pictures but today I will work on it some more


Today I am going to continue to work on my grading prediction model and working through errors in google collab.


today I will work on cleaning up and labeling all of my grade data in my hugging face dataset. After this I will work on the model and do some research on how I want to weight my data, specifically the weight of the class in the portal and the Grad reqs.


Today I will be working on Mrs.hardwicks social media account. The plan is to revamp it by reposting some of her past posts and adding a common theme to it so that everything can look organized and vibrant.


"Today i will be working on my teams feature for my app and testing it."


Today, I will be working on polishing up the UI for the grade prediction model.


Today I will work on UI for the academic model


Today I kept pushing forward on my projects. I’ve been working on my Soulprint models and focusing on getting everything uploaded cleanly to GitHub, making sure my datasets, training methods, and model pipeline are organized on a new branch. I also set up the part where statements get rated and sent to GitHub, and now I’m looking at how to pull statements straight from a .txt file so I can go through and rate them one by one. The next step I’m planning is to build a site that can take in transcripts, summarize them, and then either let me download the summaries as JSONL or send them directly into my program for labeling. That way, I can streamline building all the datasets for Soulprint instead of doing it piece by piece


Today I'm going to work on some music as i was recently commissioned for music work.


today i worked on a game skills dataset. I was adding more to it, fixing a few spelling mistakes.


today i will be working on my gpa space, uploading my dataset again in it


today im going to start working on the trailer for the website then start working on the business plan


I made strong progress with my Soulprint project. I completed the Sankofa dataset at 1000 rows with balanced outputs and trained a regression model that performed well, with an MSE of 0.0143, RMSE of 0.12, and an R² of 0.82. After uploading it to Hugging Face, I realized that pickle and joblib files aren’t version-safe, which caused errors in my FastAPI app. To fix this, I converted all my Soulprint models into XGBoost’s JSON format, pushed them cleanly to Hugging Face, and updated my FastAPI API to load them as Boosters using DMatrix. With these changes, my Soulprint regression suite is now stable, consistent, and deployment-ready.


Today I will be working on putting my sentiment-analysis model in a space/application


Today I will work more on bug fixes in my code when using 2 separate canvases and then testing out the new sigh in/ login feature i made


today im updating the dataset for the gpa predictor model


Today I added some much needed improvements to my website. I made the registration process easier and added my colleges. I decided to go around the syllabus parsing system and just made it so you can add your class, with or without assignments, but still have all your study resources for the class.


Today I am making a ui and pushing it to the repo for the social app and I will also retrain the tone model on labeled transcript data on top of the synthetic inputs I already had


Today I will be attending the Destination FAMU event at FSCJ. I am editing my dataset and plan to have a working model by the end of the day


today im working on the model putting what i have into the model and editing anything that needs changing


Today I am going to work on making UI and making sure the parts we get done look clean and functional.


Today, I will be tweaking the values of my grade prediction app to better reflect my view on the categories and update the UI so it looks less clunky.


today i will he catching up and also look at the ui and the database for the social app


today i'm going to work on the error I was having with my prediction model were it just infinitely asked for an input


Today I am going to work on adding the rest of the pictures into the 100 black men website. Hopefully, I will get to finish today.


today I’m going to work on my great predictive model. I should be done with it Friday or Saturday. I’ll try my hardest, but yeah, I’ve been getting through error after error after error.


Today I plan to do more practice with debugging programs in my python course.


Today I'm doing some character animation practice in Blender


today, I will be mainly focusing on my personal portfolio site, and I'm going to basically be scratching everything I did, and starting again with a newer approach. I'm also considering updating the UI for the grade prediction.


Today I will continue on working on Mrs.Hardwicks social media account. The goal is to complete the layout of her post and to remove any bots in her comments


today I had a lot of homework to do since I’ve started new classes. Later on I’m going to start back working on my huggingface space


Today I will continue to work on my linear regression training. I will also get back to working on my blender F1 project.


Today I will work on fine-tuning my academic model


"I will be trying to use the production api to test my app."


i will be trying to make a game data into a model


Working on getting images for the game Idea I had alongside working on some code for it


Today I will be working on getting the data for each new user to store in supabase, then some item changes from new ideas I have for my personal project in unity


today I going to continue working on my prediction model i'm gonna try and catch up since I hit that roadblock yesterday


working on my website trailer i should have it finished by monday hopefully


Im working on my linear regression training currently, Still struggling to understand a bit, a roadblock I’ve encountered. I’m not also working on my F1 car still since I loss progress from Wednesday.


Today I will be working on the calendar text attraction application


today, I will be working on the text extraction app


I will go over all of my models and see my progress on my unfinished ones and make progress on them


today I join the call and started the assignment king gave us the flyer identifier , ran into an error but is working though it.


Today I will working on fixing my app, I tried making it through hugging face but it timed out so I’m going to be working through that error


Today I will be working on the devs team portfolio. I got 2 more responses that I have to enter into the portofolio. Once I enter these two I will work on putting the code from today’s call into rep-lit (idk how to spell it:grimacing:)


Today I working on fine tuning my image to text model in Hugging Face and creating a space for it, I had to re-train the model because it was trained for image classification but I found that image to text would fit the purpose better than a image classification model.


today im going to work in the *Flyer Information Extractor we worked on in the meeting*


today i will be working on the gpa dataset


Over the past stretch, I completed the Shujaa dataset, bringing it to a perfectly balanced 1,026 rows with 342 examples in each range (low, mid, high). I made sure to vary vocabulary across batches so the model would generalize well instead of relying on keyword shortcuts, and I kept the sentence-length rotation consistent. After training the Shujaa XGBoost model on this dataset using sentence embeddings from `all-mpnet-base-v2`, the results came back strong with an MSE of 0.0125 and an R² of 0.819, showing the model explains over 80% of the variance. I also finalized the Hugging Face repo files, including a properly formatted YAML model card and a README with usage examples that pull directly from my repo. This means Shujaa is now fully production-ready and aligned with the rest of the Soulprint archetype models.


today I've been doing schoolwork. I'm about to get started on adding certain features to the new assignment as well as training an efficient model to avoid ai mistakes


Today I'm working on the flyer scanner thing. The UI is functional, and it's connected to my Outlook. I just need to get the scanning part working.


Today I will continue working on my linear regression training. I will also get caught up with work and concepts that were discussed during saturday’s session. I will also try to start to apply my learning form kaggle to make the Grade model. (making myfirst attempt at linear regression model)


Today I'm testing game creation with AI. I plan to see how quickly I can make a game concept while relying on gpt5


today im going to be working on a creating a slack bot for the website at the moment it’s still an idea but something i would like to implement


Today I’ve mostly just been catching up on schoolwork and studying for my upcoming test, but when i get home Im gonna start the Flyer model i missed from Saturdays meeting.


Today, I am working on making a scaled-down version of the "TikTok Algorithm" to try to test my ability to create an AI-powered recommendation system and gain a better understanding of how that works.


I retrained and repushed an improved tone model that more confidently predicts statements. It's a lot more consistent and accurate. I made sure to balance classes and stratify splits. Today, I’ll be focusing on building the framework for my personal Jarvis-style assistant that can connect with all of my external services, including my calendar, email, and other productivity tools. I already created a baseline model for one of the components this agent will require, so now I need to integrate it into a larger system design that supports multiple services. Alongside this development work, I’ll review what I missed from Saturday’s meeting to make sure I’m aligned with updates and expectations.


Today im working on the flyer model from last week and adding info and making it look alittle nicer


today i'm working on improving my flyer model and i'm gonna polish the ui so it will look betterr


Today I will be working to fix the run errors in my flyer model then bug fixes in my personal project on unity for the Supa SDK to work


today i will be working on the *Information Extractor in order to make the dataset better*


Today i want to talk with Mrs.Hardwick regarding her announcement post. I reallyyyyy wanna get this out of the way as soon as possible so I’ll do what I can to get in contact with her and figure it out. I also will be redoing my entrepreneurship readiness model just so I can get the hang of it.


Today I worked on my hugging face space “ flyer here and when”  it wouldn’t let me put the flyer file in the space. It couldn’t read it so I went in and I fixed it and now it reads the flyer and extracts  all the text.


today I worked on creating a flyer to see if it could ready a flyer I put in there and I updated the way my
News letter looked


Today I will be making progress with a flyer model and app


Today, I am going to start working on a flyer model and implementing it in Hugging Face.


Today I kept moving forward on my projects. I worked more on the Soulprint web app profiles so each teammate can have their own user, and I made progress on how ratings get saved into GitHub correctly. Next I’m planning to finish out the user history page so everyone can see their past ratings, then shift back to the VENTURE agent’s situation assessment engine


Today I will be working on the recommendation model


today I will be continuing work on the workflow for the flyer recognition app


Today I’m gonna play around with Blender and see how much I remember from Koven’s classes back in the day


I will be working on updating the UI for the file uploading platform


"Today i will be working on my subscription detecting model, it pretty much done, i just need to wrap it up in my api, and deploy it so i can implement it in my app."


Today I'm working on finishing my trial image to text models space I hugging face and making sure everything work's properly


Today, I am going to play around Blender and see if I can remember anything on it. -This is for am check-in-

-This is for pm check-in- Today, I will be working on what we will be working on this week. The management app.


Today I working through errors on the flyer model assignment inside of google collabs.


today I’m going to be working on my models and organizing my work in hugging face. I’m also going to be practicing my python some more using codedex.


Today I plan on gathering as much check in data as possible and contining to work on the physics for my own personal game project


Today I am organizing my plan of action for this weeks project. I plan to gather my chekins and continue from there


i’m getting started on the assessment that Mr. King gave us on the coding and color management app so I’m gonna see if I can get in that


working on a website i can sell to small companies also finding a good host to host my api model for my website