June 17, 2025
Okay so i've removed a bunch of metrics, i'm gonna revamp the speech update metric tomorrow and have also fixed a couple of bus related to waveform.js that would throw errors everywhere xd
I've fixed the bugs related to the wavesurfer plugin, it refused to add the pause regions, weirdly enough most of the docs related to it were showing conflicting info on each version so i decided to roll it forward and use the doc which had info on an ENTIRELY different version. Turns out that worked lmaoooooo
Currently stuck in a very vile, cruel, humiliating error. It says it's undefined??? defo gonna sue wavesurfer devs for this
Bet you wouldn't expect viva la vida lyrics to be used to test my app's waveform function but HEY HERE WE ARE it's 2025 so we've to mix up our test data a bit uk what im sayin
i'm well under way to creating the waveform chart which im planning to use to display the pauses + intonation at some point BUT for now in the immediate future, pauses it is.
oh my goodness i think i actually figured out holy, a custom pitch analysis algorithm using parselmouth DAYUM, It's actually really reliable as well i'm so proud of myself. Math really does help lmfaooo
Please save me from parselmouth this thing is NOT for the weak. Python data analysis in general is alot of trial and error and i've been scratching my head as to why my values are so high. ai + obscure libraries is a recipe for disaster ~Mov
Also forgot to mention, i had this feature for a while now and i think i did mention it BUT i never talked about it at length in a devlog. Introducing recordings page where you can see upto 5mb's worth of your past recordings :D (speech rate is a placeholder in the recordings section at the moment, don't flame me)
the about and home page looked really desolate without any charming colors so what did i decide to do? SLAP ON SOME GLOW EFFECTS ngl it looks ai generated but i promise it's not
okaaay that may have taken alot more time than i anticipated but hey, was able to make a MAJOR update to my UI color scheme. It looks way cleaner + the orange and deep dark blue make a very nice combo hahaa
Didn't get to post a devlog because SoM was getting Ddosed or something not too sure. anyway i've decided to scrap gradients because people said it gave off vibecoded vibes
okay, now to replace my voice activity detection algorithm with an interesting little library from python (webrtcvad). It's time to be great, i'm halfway through the implementation and i hope it's gonna be worth the time
WOOP WOOP got the confidence score metric down (very amazing accuracy). let's hope i can continue with the same pace for the rest of the metrics muahahahahah
i'm just gonna hope that the metrics i've built rn can actually hold true for long speeches, they seem fine for minute long speeches but hey, time will tell
okay so i've found out AI is also not good at coding conditionals. Pain in the ukw im gonna say, anyway im sure you guys are bored of JUST coding updates so here's a 100% ai generated banner that i'll be using
Removed ALOT of sloppy comments from AI, i actually hate AI but oh well i'm glad i'm refactoring everything by myself
Spent some time focusing on the UI for mobile, if it's a full stack app i gotta cover all the bases yk what im sayin?
Motivation is a big aspect to improvement so i thought of giving a little push while logging in or registering. I've implemented a dictionary implementation that randomizes a bunch of preexisting quotes and displays them on a random basis. Here's a sick demo of that happening
Rise and shine guys, i just dropped an insane update where i hotfixed many components to ensure none of you guys send infinite transcription requests
Made the modular navbar, now works across all pages except the try it and login yessirrr. did this while im in a car btw
cheeky comparison between the old and new home page (new on top, old on the bottom). Surprisingly i made the new one by myself and the old one is by AI bro....
Wasted alot of time experimenting with different styles here and there ngl and I'M STILL NOT COMPLETE urgh at least there are no programming conflicts like there was when i used AI
Reformatted and restructured the about page, here's a video snippet to show how cleaaaan my code is now
Okay dayuuuum fresh look for the about page, minor tweaks here and there + fixed a few bugs. The usual uk?
It's starting to look VERY clean i'm very happy with it now
Ngl i dont like that AI has ruined my reputation, I've decided to stop all AI use as i've noticed many design inconsistencies and general ugliness in my code ngl... gonna be refactoring ALOT of my code
This is so beautiful i'm moved, the scrollbar has become global and my project is complete... for now maybe??
feeling like palpatine rn with my unlimited power
I'm definitely harvey specter the way these terms are smooth ashhh
and also i made a custom scrollbar if you look closely yippeee
terms and conditions why is it so hard to make there's so much to type and so much to edit i just don't like legal stuff man, this is all i could come up with for now
managed to shorten a 40+ line of code into just 5 haha, ai really CANNOT code
I'm sure you guys are tired of me refactoring my code but the thing is, there is beauty in simplicity. for example, this sick banner i developed
Encountered the BIGGEST jumpscare of my life and it's due to missing () -_-
Unfortunately writing maintainable code is very painful but here's a funny snippet of me misunderstanding stuff. My time was spent removing the code pertaining to this mishap
Added renal cancer to the list of cancers supported by my app, also updated the readME
I've improved the test prescriptions, only recommending them upon the most stringent of factors. Ngl it feels easier without AI??
Not gonna lie, I'm starting to realize the demerits of using AI. Looked at most of my test prescription file and there were alot of unnecessary checks that i've manually removed. It's very taxing but hey at least i'm learning. Here is a code snippet that i've recently started sheering off.
It was getting confusing to figure out each section was (forgive me for my bad commenting skills) so i used claude to mark each section. Also made a few minor tweaks to the summary component so it's more professional
Need to avoid legal trouble so threw in a bunch of disclaimers and got rid of a few options that shouldn't be given to people trying to sue me and get some money (I'm broke bro)
boom okay i thought making devlogs voided my current ship but HEY guess who's back with a redesigned summary page. Made it simpler because i realized everything is better off minimalist with maximum functionality hahaaaaa
well i wish i avoided the apocalypse (horrific devlog timings) but in the past 3 hours of work I have tested, tested and more tested, i'm happy to announce that my project is done! (for now)
SoM had a few issues with their DB so didnt post a devlog but, a BRILLIANT new landing page for my oncology chatbot haha
Not gonna lie, the summary was a real headache for tabbing between files to pinpoint where the exact user response to certain questions were.
we made it through though, just took a light 2 hours and 45 minutes haha, the summary looks more complete i just need to add one more section and i can redeploy it for the hospital
For unknown reasons, some of my submissions dont take me to the next question. HOWEVER, i've already found the reason. I just forgot to import the ID of the next question smh
With the addition of these many questions for just two cancer types. I've also wanted to update my PDF summary as i believe that's the highlight of this project. It's the proof of the user's completion of the questions and hence, it must be the most refined and polished part of my project
Ran into a few bugs, mainly the fact that some of the flow was looping in on itself. The response objects weren't getting updated leading to my flow verification file believing no input was given yet so it kept resetting back to the same question
Turned all my handler functions modular as it was a hassle to manually update each one. This way the conversationFlow file is the one with the sole power to dictate the order of the chatbot questions.
Upon getting feedback from the hospital (and some of my medico friends). I've decided to expand the number of cancer types my project will cover. For now in the pipeline I'll be focusing on ovarian and gastric cancer
had some issues with implementing the profile tab but a solution appeared in my dream. Henceforth i shall commence working on DB integration. Currently it sends all the recordings to my DB but i need to work on fetching it based on the user credentials.
Managed to make the transcription faster, updated a few stuff on my python backend and built my own auth system instead of using auth0
Made a login page, planning to host all the audio recordings in MongoDB + Azure blob storage. It's looking cool! Gonna use the login page as a launchpad for a full blown authentication system
Successfully added a bunch of working speech metrics. A bit of a hassle to manage the authentication and the saved speech data. Was able to host everything on an Azure VM (yes including token decoding and the transcription). Shifted all calculations to the front end.
Since making people take showers is borderline impossible in the tech field. I've decided to solve the 2nd most prevalent problem. And yes it's SPEAKING. Way too many tech people are afraid of speaking, so much so that. They think if they tried to defend their parking ticket in court, they would end up with 3 life sentences, 407 years of imprisonment with no parole + treason. I'm not claiming my project can help you win court cases but hey at least the judge will hear you better and hopefully you get 406 years instead of 407...? My web app transcribes your speech and displays a bunch of statistics and help you identify your general shortfalls.
Better front end, improved cancer summary component. Had some weird react rendering issues but have successfully fixed them all
Website is complete, make sure to leave some kind words in the contact page haha
debugged a bunch of JS code because it bricked itself after i tried to add in fade transitions, added services + contacts. The contact form implementation was done using the help of App scripts on google spreadsheets
I've created the about me page and furnished it with my experience, skills and education
Created the page, implemented a few css rules for styling. Looks good! In the process of making a few transitions/animations
This is my interactive personal portfolio — a fusion of slick animations, seamless transitions, and pixel-perfect design, built to showcase my skills with style. Every scroll, hover, and click is intentional, blending motion and usability to create a dynamic digital experience that reflects who I am and what I can build.
Refactored the code, Spread it out over several components to ensure good practices to implement future updates.
Next step: create an appealing landing page
What works: The main objective of the app (cancer screening) and recommend test prescription works perfectly
PS: A hospital has reached out to me and wants me to implement this for them (paid). Time to kick this project into overdrive then.
Fully setup the app, everything is complete and documented in the github. Picture shows a pdf output which is directly obtainable at the end of the chatbot flow
Developed the chatbot flow, to be continued
I built an AI that thinks like a cancer specialist. because i've just about had it with waiting 3 months only for them, TO TELL ME TO DO SOME TESTS (and get treatment when i'm already on stage 4). PS: All data is sourced from an actual oncologist. The entire assessment takes 10 minutes (max) to complete! Also, I'm currently in the process of removing the AI slop so bear with me, i'm trying ^^
This was widely regarded as a great move by everyone.