brightnessjhon

Data Scientist// Medical Laboratory Technician//

'From petri dishes to pixels'

[brightnessjhon @radiantdarkside]

@Mbadiwejesse 👋

[brightnessjhon @radiantdarkside]

Using Python and Power BI , I audited healthcare claims to hunt financial leakage.

✅Flagged claims in the 90th percentile($2.23M)
✅Discovered a 25% fraud that concentrated in 60+ age group
✅Identified $6.5B in potential saving.
"Full project on GitHub"[https://t.co/NfOUGKMUxN

[brightnessjhon @radiantdarkside]

@Godsent_Ogar A table/chair,a community,a mentor.

[brightnessjhon @radiantdarkside]

I practiced with data visualization tools.

Below is a dataset I used to practice, showing the relationship between sanitation access and stunted growth

#momentum100dayschallange

Day 33/100

[brightnessjhon @radiantdarkside]

I used it to answer the following questions:
How many patients required supplementary oxygen (per month & gender )

How many patients required ventilatory support (per month & gender)

How many new covid_19 cases were recorded (per months & gender )

DataSource 📊 (openAFRICA)

[brightnessjhon @radiantdarkside]

Today, I practiced using Pivot Table to transform dataset and gain insights.

The dataset I worked with was " Distribution of COVID-19 patients on life support,in Kenya.

#buildinpublic

#Momentum100dayschallenge

Day 32/100

[brightnessjhon @radiantdarkside]

@Elorm_Hood Zero like

[brightnessjhon @radiantdarkside]

Today I learned something about — function and their uses ,boring stuff 😂.

Ended up exploring AI tools instead, because why struggle manually?

My little exploration actually made sense,I didn't cover much today,but at least I didn’t stay stuck

Day 30/31

[brightnessjhon @radiantdarkside]

Find a mentor they all say

But how do you actually get one?

If you find this,leave a tip.

29/100.

[brightnessjhon @radiantdarkside]

While validating this unstructured data, I took into consideration the following :
Data type, Consistency, Format
Ensure no entries are blank.

* Patient names and results used are entirely fictional and were solely created for the purpose of demonstration.

Day 28/100

[brightnessjhon @radiantdarkside]

Today I learnt about data validation.

I practiced using a data sample of laboratory results on a basic medical panel.

Slide 1: Unstructured data
Slide 2: Validated data

#buildinpublic

#Momentum100dayschallenge

[brightnessjhon @radiantdarkside]

Though I felt reluctant,I stood up,guess my incantation worked 🤷‍♀️.

10 minutes in,...30 mins..1 hour...3 hours. Not a bad start for the week.

How was your day?

#Momentum100dayschallenge

[brightnessjhon @radiantdarkside]

Day 27/100 in the life of girl trying to build a life

Okay,building a life sounds too serious.
Day 27 in the life of a girl trying to see front 😁,sounds chill to me,yeah.

Started my day with a "Happy Monday" text from a friend. Who sends a Happy Monday text to someone? 👇

[brightnessjhon @radiantdarkside]

Tick-tock, tick-tock, it was time to get off,and I felt excited to be home. Barely closed my eyes to nap and my phone beeped, it was time to study.

I was tempted to give myself some extra minutes than, I started chanting "I can,I must,I will"!..😅.

[brightnessjhon @radiantdarkside]

I smiled and shook my head at the irony, cause baby,my Mondays are usually chaotic.

The highlight of my day was getting blood samples . It came with two feelings,passion and pity. Yeah, I love drawing blood,gives me some kinda peace 😁 .

[brightnessjhon @radiantdarkside]

Before a sample is analyzed,it's checked for

* is it labeled
* are the details correct

Pseudocodes:

Start
If sample IS NOT labeled, THEN
REJECT Sample
Else
Log details INTO system
End if
End

Yeap,that's all for today 😊

#learning
#Momentum100dayschallenge

[brightnessjhon @radiantdarkside]

Day 26/100

Today, I practiced pseudocodes using an example of "Laboratory Sample Verification "

To help me understand the concept I tried translating the workflow like this 👇

[brightnessjhon @radiantdarkside]

Have you ever had a look dumb moment?
How did you get over it?

#Momentum100dayschallenge

[brightnessjhon @radiantdarkside]

Day 25/100

Came across a tweet “So after creating dashboards, you think you’ve arrived.”

Instantly, I felt my heart sink. With my post
about building a flowchart, and the audacity to use “build” 😅
👇

[brightnessjhon @radiantdarkside]

I sighed, paused for a bit, then scrolled through my previous posts.Ngl, I felt embarrassed on my own behalf 🥴

But I quickly snapped out of it with one word ,“Eventually!”
It might look stewpid right now, but eventually, it’ll make sense.