
Data Analyst || Global Shaper @wef @GlobalShapers || Member @SuperteamNG || Zindi Ambassador @ZindiAfrica
Joined September 2021
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It's indeed an experience
Thank you @dsn_ai_network
In-Event Project Participation winners at the #DSNAIBootcamp2024!
Congratulations to the Project Participation winners, each receiving a "Microsoft Certification course valued at $155
1st place: @SaobanL
2nd place: @Predictive_An
3rd place: @EzeIfeanyiPy
#AIBootcamp2024 #DSNxMicrosoftNG #DataScienceNigeria
One of the biggest challenges in building osun.mundx.com, beyond setting up the data pipeline, was OCR.
Polling-unit result sheets are handwritten, then photographed and uploaded to IReV. The handwriting, image quality, lighting, angles, and compression meant that traditional OCR tools simply weren’t reliable enough.
We tested several of the leading LLMs and eventually settled on a dual-model consensus approach: two different models independently read each result sheet, and a vote total is accepted only when both models agree.
Even with that safeguard, we knew there would still be a small chance of incorrectly reading some polling-unit results.
Before Osun, we tested the system using results from Ekiti and Anambra, and the results gave us enough confidence to deploy it at scale.
Now that INEC has announced the official results for all 30 LGAs in Osun, we can finally compare the official statewide collation with what Mundx independently produced from polling-unit results uploaded to IReV.
The result is encouraging:
Mundx’s polling-unit tally was about 95.68% accurate compared with the final INEC statewide results, despite having only 97.77% of polling units included in its count.
That means an automated, LLM-based system was able to get remarkably close to the final official result while working from an incomplete set of polling-unit uploads and doing so much faster and more cost-efficiently than manual collation.
This has reinforced something we strongly believed while building the system: LLM-based OCR is incredibly powerful, especially for documents that traditional OCR struggles with.
There is still more work to do. We will continue strengthening the validation layers, improving how the system handles difficult result sheets and edge cases, and making the platform even more resilient ahead of 2027.
Thank you to everyone who followed the project, tested the platform, shared feedback, and sent kind words throughout the election.
Congratulations Governor Adeleke.
🤖 Made with AI
Ifeanyi Ezerioha retweeted
DataraFlow just paid a student's ₦200,000 school fees.
Now Onwuka, a PharmD student at UNN, gets to focus on one thing: becoming a pharmacist.
Invest in people. Change futures.
#DataraFlow #Scholarship #Education
Ifeanyi Ezerioha retweeted
Call for Mentors!
Have experience in:
• Python
• Machine Learning & AI
• Code Reviews
Join DataraFlow and help build the next generation of tech leaders.
Deadline: 31 July 2026
Apply: tinyurl.com/4u557kw4
#Python #AI #MachineLearning #TechMentor #DevCommunity
Ifeanyi Ezerioha retweeted
📢 Call for Reviewers 📢
We are calling on Professors, senior academics, active researchers, and PhD or MSc holders to join the Indaba 2026 reviewer pool!
Reviewing is a vital opportunity to shape the quality of work presented, give back to the community, and gain behind-the-scenes insights into the academic publication process. By joining our reviewer pool, you play a direct role in elevating and strengthening the African AI research ecosystem.
Who we are looking for:
◆ Professors & Senior Academics willing to share their invaluable expertise.
◆ Active Researchers looking to stay ahead of the latest trends.
◆ PhD students and MSc Holders eager to contribute and sharpen their peer-review skills.
Reviewer panels are being allocated now. Register today to help us showcase the best of African AI research!
👉 docs.google.com/forms/d/1ezB…
#DLI2026 #Indaba2026
Ifeanyi Ezerioha retweeted
The wait is over! 🔥 🔥
You can now apply to our laptop and Tuition fee Scholarships here👇 dataraflow.org/scholarships
#DataraFlow
#DataraFlowLaptopsAndTuitionScholarship
#Scholarship
#Empowerment
Happy Birthday my guy ✨✨
Continue to live a life of impact.
It's my prayer that your life continually reflects Christ💯. May many gain clarity upon encountering you.
The words spoken of you are fulfilled this season 💯. The Mercy of the Lord speaks for you.
Ifeanyi Ezerioha retweeted
I’m awake by 8AM typing this.
I just woke up angry again for no reason and now I understand why. It’s this country, so many things are wrong it’s just terrible.
1. Government : We’re living in a country where our leaders are operating like the country is a family business. There’s no single empathy and concern for the citizens. We’re in a country where governor’s are more interested in pleasing the president than anything else, I have no issues with governors seeing off a president at the airport, but then taking another plane to go to london so you can welcome him to london again just makes no sense.
2. Security : The kind of atrocities happening in Nigeria, if it was in another country, they’d be a state of emergency right now. And it doesn’t look like any of the leaders are bothered. You can hear the news that 30 people were killed in a stare today, and you’ll just go on to play football 30 minutes later, because you’re getting used to it. It’s no longer a breaking news, it’s just another unfortunate news.
3. Money : I know the country is poor but the money worshiping is just too much, physically and virtually. You can post being suicidal and someone will still beg you for money in the comments. On the street, in your house, service providers, everywhere. It’s tiring.
4. Unity : No single unity as a nation, I’ve never seen a group of people so easy to divide in my life.. Even when united, we’re still divided.
5. No focus: We cannot decide on a goal and focus on it, our attention span is just too short to achieve something meaningful as a group. We’re always happy to use the act of the few to represent the whole.
6. Adaptations : This is one of our worst traits, the ability to just adapt to terrible situations, any small thing, instead of fixing the problem, we’re already looking for the alternative. What do you mean by I should change tomatoes with cucumber??? This is why all of us are short because there’s no nutrient in our body.
No light? Use gen.
No fuel? Use solar.
No safety of life? Please what should we use?
7. Education : The absolute disregard for any sort of education. We do not have enough positive examples of the result of education, or perhaps we just refuse to see it. It’s terrible. Like everyday, education loses its relevance…… Whyyyyyy????
8. No regard for human life : This is so crazy that it’s now a defence mechanism, you could see someone dying by the road side and everyone will just keep walking away, some don’t care and a lot are scared of being accused of causing harm to the victim. If you have an accident, the first set of first responders are busy trying to steal from you. It’s crazy. How long will it take to get the ambulance here? I’m sure you know the answer.
9. No regard or safety for women and children : Child marriage today, domestic violence tomorrow and it’s just not looking like it’ll stop soon.
10. No attention to detail : People are just used to doing terrible works now, it’s sad, from handiwork to professional workings, people just do the average and expect you to accept it, as long as it works. No arrangement, no process, nothing. You can take your laptop for repairs and when you get it back, two screws could be missing. I mean it’s well covered and all and now working, but why’s the screws not complete anymore????? Why??? let them fix tiles for your house and see how it’s just not aligned.
Ifeanyi Ezerioha retweeted
Hi All :)
Microsoft is currently offering 100% free exam vouchers for the DP-600 (Analytics Engineer) and DP-700 (Data Engineer) certifications.
If you are working with Data, SQL, or Power BI, this is a great opportunity to get certified for free (and save ~R3,000!).
How to get it:
- Join the Microsoft Fabric Community.
- Complete 3 Cloud Skills modules.
- Register for a Live Session.
- Submit the form before Feb 28, 2026.
It is limited to the first 10,000 applicants, so act fast!
Link to apply: community.fabric.microsoft.c…
#MicrosoftFabric #DataEngineering #PowerBI #Upskilling #SouthAfrica #WomenInTech
Imagine picking up a flower and instantly knowing its exact species; not by sight, but by feeding measurements into an AI you've built yourself! That's exactly what happens in my new blog post.
• Understanding the data
• Train-test splitting (and why it matters)
• Visualizing feature relationships
• Training a KNN classifier
• Making predictions
• Evaluating model performance
This timeless example powers real-world applications such as spam filters and ...
...disease detection. Ideal for beginners, students, or pros refreshing fundamentals.
What's your favorite starter dataset or first ML breakthrough? Let's chat in the comments!
Full guide: godwithus.hashnode.dev/how-t…
#MachineLearning #DataScience #ScikitLearn #ClassificationModels
Ever wondered why your computer doesn't crash when processing huge text datasets?
It's thanks to 'sparse matrices' in SciPy – they smartly ignore all those useless zeros to save memory!
Diving deep into 'Introduction to Machine Learning with Python' by Andreas Müller & Sarah Guido, I spent 3+ hours mastering the 6 sparse formats (CSR, CSC, COO, etc.). Mind-blowing efficiency for ML & NLP!
#MachineLearning #Python #DataScience #SciPy
Mastering the Foundations: Data Pre-processing & Regression at @DataraFlow
I’m excited to share the progress from Week 14 of my internship at DataraFlow! It was all about building predictive models, starting from raw, messy data to refined regression analysis.
Whether it's predicting house prices or analyzing flight patterns, regression allows us to quantify how independent variables influence an outcome, turning raw data into actionable foresight.
Check out my full documentation and project details here: godwithus.hashnode.dev/maste…
#DataScience #Internship #DataraFlow #MachineLearning #Python #RegressionAnalysis #DataPreprocessing
HAPPY NEW YEAR AND WELCOME TO 2026

















