AyomideDS (DS = Data Scientist)

I'm #MadeOfBlack #CreativityIsMyWeapon #DataScientist #LearningForALifetime... Lover of plantain and egg #ManUtdLover founder @ayoapparel1

[AyomideDS (DS = Data Scientist) @iamheryour]

I’m a Data Scientist working at the intersection of finance, healthcare, and fraud forensics.

From raw data to smart decisions, I build models, extract insights, and solve real-world problems.

[AyomideDS (DS = Data Scientist) @iamheryour]

@FabrizioRomano Olise, Kvara or João Neves

[AyomideDS (DS = Data Scientist) @iamheryour]

@KizzDaniel @ubifranklin1 I’m a Data Analyst/Scientist passionate about helping #FLYBOYINC understand audience behavior, predict trends, optimize marketing campaigns, and turn streaming insights into smarter business decisions

[AyomideDS (DS = Data Scientist) @iamheryour]

@KizzDaniel What about Data Analyst/Scientist?

I’ll help using data to help #FLYBOYINC audience behavior, predict trends, optimize marketing campaigns, and turn streaming insights into smarter business decisions.

[AyomideDS (DS = Data Scientist) @iamheryour]

@KizzDaniel $$$&Vado Billion

[OLADEPO Caleb Olugbenga @YhungProf0]

Amid the flood of felicitations following my convocation as Overall Best Graduating Student of LAUTECH, I find it necessary to address the stir around my NELFUND appreciation post. I accept the praise, life changing offers and the backlash, in good faith. Still, it is only fair to set the record straight.

I hail from a village in Osun State, raised in a modest family of five. I attended public primary and secondary schools, not by choice, but because even the most inexpensive private schools were beyond our means.

Even then, survival itself; food and clothing was a daily struggle. I walked miles to school each morning, while my parents laboured as jacks-of-all-trades to make ends meet.

For nine defining years before I entered university, we lived within sight of basic amenities yet beyond our reach, no electricity, no television; just lanterns and candles. Against these odds, I earned a scholarship and now this distinction.

In my third year, a coursemate’s father, someone I had once tutored academically, gifted me my first smartphone which I am still using till now. On several occasions, lecturers, moved by quiet compassion, provided me with clothing. There are many other instances, too numerous to recount.

So, I say this plainly, not all of us are born with a silver spoon. Some of us climbed the ladder by holding on to every rung of legitimate support we could find.

As an engineering student aspiring to make academic history, should I resort myself to blaming my family’s financial situation for my inability to afford fees and essentials like a reliable smartphone or laptop needed for skills and certifications?

For me personally, NELFUND was not incidental; it was instrumental and to acknowledge what helped one’s journey is neither propaganda nor misplaced allegiance. It is simply an act of appreciation.

Thank you @NELFUND and everyone that contributed to this success!

Greatness awaits all of Us.

[U.S. Mission Nigeria @USinNigeria]

#ThisWeekInUSNigeriaHistory in 2025, Nigerian chess master Tunde Onakoya made history by breaking the Guinness World Record for the longest chess marathon alongside American chess master Shawn Martinez in Times Square, New York.

#DYK Tunde is a U.S. Government Exchange Program alumnus. He’s one of 14,000+ exchange alumni in Nigeria driving impact across U.S.–Nigeria life, culture, and collaboration.
#Freedom250

Photo credit: Chess in Slums Africa

[Tunde Onakoya @Tunde_OD]

First Nigerian to take 5 amazing children from the slums to Georgia and New York where they won several medals including a Gold medal at the United Nations games chess championships.🇳🇬

[AyomideDS (DS = Data Scientist) @iamheryour]

@KunleJONISE @InsideOsogbo Take bike or Korope going to Agunbelewo, tell any of them that you’re going to Jamb office at Service

[AyomideDS (DS = Data Scientist) @iamheryour]

@egi_nupe Lauwra for Lauwra 😂

[AyomideDS (DS = Data Scientist) @iamheryour]

@OlamideAlawode_ @OyebamijiBola When the gbedu enter body, everybody becomes non-partisan 😂

[AyomideDS (DS = Data Scientist) @iamheryour]

@SeongWooIQ300 4PWLKn5XHdphqagtgm6Psu2msXTod3qh6W2VPZq9A1m5

[MrBanks💰 @Mrbankstips]

I trust the universe is orchestrating magnificent breakthroughs in my favor. Every challenge is transforming into triumph. Every setback is a setup for my greatest comeback.

My dreams are valid, achievable, and unfolding beautifully right now.

I am aligned with infinite possibilities and unstoppable momentum.

Today is filled with grace, favor, and divine appointments that elevate my life.

[AyomideDS (DS = Data Scientist) @iamheryour]

@Mbadiwejesse Hi

[AyomideDS (DS = Data Scientist) @iamheryour]

@Mbadiwejesse Data scientist

https://t.co/eECK3Rhrdf

[AyomideDS (DS = Data Scientist) @iamheryour]

@FindingKan Reduce watching Yoruba movies

[AyomideDS (DS = Data Scientist) @iamheryour]

@joebasshd Congratulations 🎉

[Bhavy☄️ @Bhavani_00007]

2026 Advanced Developer Roadmaps:

→ AI / LLM Engineer Path (Advanced):

> Core:
- Strong Python (async, typing, testing)
- ML fundamentals (training, evaluation, overfitting, metrics)

> LLMs & Apps:
- Using LLM APIs properly (cost, latency, reliability)
- Prompting + structured outputs
- RAG (search, embeddings, chunking)
- Vector DBs (Supabase / Pinecone / FAISS)

> Agents & Systems:
- Simple agents (tools, memory, retries)
- Multi-step workflows
- Error handling & guardrails

> Production:
- Deploy AI apps
- Monitor hallucinations & failures
- Optimize cost & performance

> Build:
- AI chatbot
- AI search engine
- AI automation tool

→ Backend / Systems Engineer Path (Advanced):

> Core:
- Go or Rust (deep, not surface-level)
- Concurrency & async systems
- Memory & performance basics

> Backend Skills:
- API design (REST, gRPC)
- Databases (Postgres deep dive)
- Caching (Redis)
- Queues & background jobs

> Infra:
- Docker
- CI/CD
- Cloud basics

> Observability:
- Logging
- Metrics
- Monitoring

> Advanced:
- Scaling systems
- Failure handling
- Cost optimization

> Build:
- High-throughput API
- Event-driven system
- Real-time service

→ Full-Stack / Product Engineer Path (Advanced)

> Frontend:
- TypeScript mastery
- React deep dive
- Server Components
- Performance & accessibility

> Frameworks:
- Next.js / Astro
- SSR, SSG, ISR (when & why)
- Auth & security

> Backend:
- APIs
- Databases
- Real-time features

> Product Skills:
- UX thinking
- Performance budgets
- Error handling
- Monitoring users

> Build:
- SaaS product
- Dashboard
- Real-time app

→ Data / Analytics Engineer Path (Advanced)

> Core:
- Python + SQL (strong)
- Data modeling
- Data cleaning & validation

> Pipelines:
- Batch processing
- Streaming basics
- Data warehouses

> Analytics:
- Metrics & dashboards
- Business insights
- Data quality checks

> Advanced:
- Large-scale data handling
- Cost-aware data systems

> Build:
- Analytics platform
- Data pipeline
- Insight dashboards

Which path are you going deep into for 2026?

[AyomideDS (DS = Data Scientist) @iamheryour]

Data Science requires continuous learning.

Lately, I’ve been refining how I think about
• Model monitoring & data drift
• Metric selection beyond accuracy

Mastery is iterative.

#DataScience #AI #ContinuousLearning

[Xeusthegreat (♟,♟) @SamuelXeus]

Gm to everyone that will have a profitable December❤️🏌‍♂️