cod3astro

@cod3astro

Biochemistry undergrad | Aspiring Bioinformatician | Machine Learning Enthusiast🧬🤖 From test tubes to algorithms, Building my journey in science and data.

Nigeria

github.com/cod3astro

Joined November 2018

757Posts 417Followers 451Following

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cod3astro

@cod3astro

Aug 28, 2024

It's been months, but I never stopped writing code. I just got re-inspired *if that is correct* to document my journey again Wish me well guys..

cod3astro

@cod3astro

Oct 1

50+ days into 2025, I’ve been sharpening my skills solving LeetCode problems 🐼📊 (mostly with #Pandas). Not a streak just consistent progress, one problem at a time 🚀 #LeetCode #Python #DataScience

cod3astro's tweet image. 50+ days into 2025, I’ve been sharpening my skills solving LeetCode problems 🐼📊 (mostly with #Pandas).

Not a streak just consistent progress, one problem at a time 🚀

#LeetCode #Python #DataScience

Another step in my bioinformatics journey 🧬🚀 Completed Fundamentals of AI & ML in Precision Medicine Learned about: Supervised vs Unsupervised learning How ML sees images (pixels as numbers) Flattening, input/hidden/output layers CNNs, pooling & LLMs #AI #Bioinformatics

cod3astro's tweet image. Another step in my bioinformatics journey 🧬🚀
Completed Fundamentals of AI &amp; ML in Precision Medicine
Learned about:
Supervised vs Unsupervised learning
How ML sees images (pixels as numbers)
Flattening, input/hidden/output layers
CNNs, pooling &amp; LLMs
#AI #Bioinformatics

cod3astro reposted

King Leo

@CoachKingLeon

Sep 20

I’m giving away access on how to get Gemini AI Pro FREE for 1 year. This unlocks: VEO3 (next-level video generation) Google AI Studio Google Whisk Google Nano Banana …and a lot more 🔥 Like, RT + reply “GeminiGPT” and I’ll DM it to you (must be following).

cod3astro reposted

Adisa Abdulbasit

@DALECHEMY_gs

Sep 13

1/ I’m Adisa Abdulbasit, the only First-Class graduate (CGPA 4.64/5.00) of 177 chemistry graduates in 2024. In my 2nd year,I represented Unilorin in a chemistry competition, emerging 1st among participants from other universities. Beyond academics, I've impacted hundreds of 👇

cod3astro

@cod3astro

Sep 7

At the #DSN Hackathon 🔹 Target var: 1569 unique values 🔹 Engineered 260+ new features by combining categorical cols (2, 3, 4 at a time) Next step: Build pipelines with Target Encoding, ColumnTransformer & CV to improve RMSE and prevent leakage. #DataScience #ML #Nigeria

cod3astro

@cod3astro

Sep 1

🧪Study spotlight: 4 volunteers fasted for 58 hrs → blood metabolomics (LC-MS) revealed: 62% metabolites stable (ATP, NADP+, glutathione) 44 increased, 2 decreased 32 new fasting markers discovered Small study, big insight → fasting reshapes metabolism #Metabolomics #ML #Monday

cod3astro

@cod3astro

Aug 22

Just started Mathematics for Machine Learning 📘 by Deisenroth, Faisal & Ong. Building the math foundation linear algebra, calculus, probability to go deeper into AI/ML for bioinformatics & biochemistry 🚀 #MachineLearning #Bioinformatics #Math4ML

cod3astro

@cod3astro

Aug 19

Thrilled to have completed the Fundamentals of Data Science in Precision Medicine & Cloud Computing with Stanford’s Deep Data Research Center (Data Ocean). 🚀 Gained skills in bioinformatics, cloud, and data-driven healthcare. #DataScience #PrecisionMedicine #CloudComputing

cod3astro

@cod3astro

Aug 17

Day 3 Trying out two approaches for handling "unknown" values in my dataset: 1️⃣ Keep it as its own category 2️⃣ Replace with NaN + impute Let’s see which gives better accuracy 👀 #DataScience #MachineLearning #100DaysOfCode