Bayo Adejare
bayoadejare.bsky.social
Bayo Adejare
@bayoadejare.bsky.social
📈 Data Engineer - building out new integrations to support increasing data volume and complexity. Views expressed are mine.

linktr.ee/bayoadejare
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🚀 Episode 5 is LIVE: Data Transformation & Storage!⁣

Raw OBD-II data → ML-ready features. This is where the magic happens.⁣

We're building the data refinery that powers 94% accurate predictive maintenance.⁣
November 19, 2025 at 12:19 AM
1/5
🚀 Episode 4 is LIVE: Real-Time Data Ingestion!

We're building the central nervous system for our open-source fleet platform. Processing 100K+ events/sec from vehicle sensors.

Here's how: ↓
September 19, 2025 at 2:24 AM
🚀 Episode 3 is LIVE: Environment Setup in 10 Minutes!

Get a full Samsara-grade stack running on your machine with one command. No more infrastructure headaches.

Here's what you get: ↓
September 10, 2025 at 1:12 AM
🚀 𝗘𝗽𝗶𝘀𝗼𝗱𝗲 𝟮 𝗼𝗳 𝗼𝘂𝗿 𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲 𝗙𝗹𝗲𝗲𝘁 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗿𝗶𝗲𝘀 𝗶𝘀 𝗟𝗜𝗩𝗘!

We're breaking down how to build a Samsara alternative that cuts costs by 25%+ using open source.

🧵 Here's what's inside:
1/7
September 9, 2025 at 3:03 AM
🚛 Spending $50k/year on 100 vehicles for fleet software?

We built an open-source Samsara alternative that cuts costs by 25%.

The FULL build series drops soon on YouTube.

Save this tweet 👇 #OpenSource
September 6, 2025 at 11:14 PM
A deployment strategy is your bridge from code to customer. You can build a sturdy, slow suspension bridge (Blue-Green), a nimble but narrow tightrope (Canary), or simply blow up the old bridge and hope the new one appears (Big Bang).
August 21, 2025 at 2:03 AM
🚀 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐞𝐝 𝐒𝐦𝐚𝐥𝐥-𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐋𝐞𝐧𝐝𝐢𝐧𝐠 𝐑𝐢𝐬𝐤 𝐀𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭⁣

𝐏𝐫𝐨𝐛𝐥𝐞𝐦: A financial client struggled with siloed data & manual processes, leading to slow, inconsistent credit risk decisions.⁣
May 6, 2025 at 12:27 PM
From data chaos to strategic advantage: How we helped a financial services client transform their fragmented data landscape.

3+ weeks → 48 hours for insights delivery! 📊

#DataTransformation #FinTech
April 30, 2025 at 7:48 PM
1/7 🔍 𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐌𝐚𝐤𝐢𝐧𝐠: 𝐇𝐨𝐰 𝐚𝐧 𝐀𝐮𝐝𝐢𝐭 𝐒𝐚𝐯𝐞𝐝 $𝟒𝟓𝟔𝐊

I'm excited to share a win that demonstrates the tangible impact of data engineering and analytics governance.
April 28, 2025 at 8:11 PM
I had an 18-month data transformation project that turned siloed systems into a unified powerhouse!
From fragmented tools (Salesforce, SAP, legacy SQL) to a single source of truth.

Results? $2M annual savings and 30% faster reporting 📊🚀

#DataTransformation
April 25, 2025 at 4:58 PM
Turned an IT from "cost center" to "growth engine" in 12 months 🚀

Our tech was so outdated our CTO called it "digital dinosaurs." Sales teams wasted 30% of their time fighting with systems while competitors expanded.

So I proposed a radical idea... 🧵
April 23, 2025 at 8:19 PM
🚀 𝐋𝐢𝐠𝐡𝐭𝐧𝐢𝐧𝐠 𝐂𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫𝐬 𝟐.𝟎 𝐢𝐬 𝐋𝐈𝐕𝐄! ⚡

Crunch NOAA lightning data 𝐟𝐚𝐬𝐭𝐞𝐫 with Docker + Prefect 3 + Streamlit!

🔗 [github.com/BayoAdejare/lightning-containers](github.com/BayoAdejare/...)

⬇️ 𝐖𝐡𝐚𝐭’𝐬 𝐧𝐞𝐰? (Thread👇)
#DataScience #DevOps
#OpenSource #BuildInPublic
March 31, 2025 at 7:52 PM
🎉 Happy #PiDay!
🥧 Today (3/14), we celebrate π, the infinite, irrational and utterly fascinating number that connects circles, creativity and the cosmos. 🌌

Whether you're a math wiz or pie lover, let’s honor the beauty of Pi and its endless possibilities. 🧮

#MathIsFun #STEM #InfinitePossibilities
March 14, 2025 at 3:51 PM
🌐 The internet is fragmenting into walled gardens, niche communities, and isolated platforms. For developers and data professionals, this is both a challenge and an opportunity.

🧵 Let’s break it down:
March 12, 2025 at 3:41 AM
1/ 🚨 𝐓𝐞𝐜𝐡 𝐃𝐞𝐛𝐭 - 𝐓𝐡𝐞 𝐒𝐢𝐥𝐞𝐧𝐭 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 𝐊𝐢𝐥𝐥𝐞𝐫 🚨

Every shortcut, every “we’ll fix it later,” adds to the pile. It’s like a high-interest loan on your codebase. At first, it’s manageable but over time, the cost of inaction skyrockets. 📈
March 11, 2025 at 2:52 AM
9/ 🌟 𝐖𝐡𝐲 𝐉𝐨𝐢𝐧 𝐔𝐬?
🌍 Shape the future of data-driven decision-making.
🚀 Work in a fast-paced, collaborative environment where your ideas matter.
💡 Tackle challenges that push you to grow and innovate daily.
🎉 Be part of a culture that values curiosity, creativity, and a good laugh.
March 10, 2025 at 2:41 AM
1/ 🚀 𝐀𝐫𝐞 𝐘𝐨𝐮 𝐭𝐡𝐞 𝐃𝐚𝐭𝐚 𝐖𝐢𝐳𝐚𝐫𝐝 𝐖𝐞’𝐯𝐞 𝐁𝐞𝐞𝐧 𝐒𝐞𝐚𝐫𝐜𝐡𝐢𝐧𝐠 𝐅𝐨𝐫? 🧙‍♂️📊

If you’re a problem solver who sees data as a playground, thrives on curiosity, and loves turning raw info into actionable insights, this is for YOU! 🌟
March 10, 2025 at 2:41 AM
𝟕/𝟖 🌍 𝐂𝐲𝐛𝐞𝐫 𝐭𝐡𝐫𝐞𝐚𝐭𝐬 𝐚𝐫𝐞 𝐞𝐯𝐨𝐥𝐯𝐢𝐧𝐠. 𝐈𝐬 𝐲𝐨𝐮𝐫 𝐃𝐑 𝐩𝐥𝐚𝐧 𝐤𝐞𝐞𝐩𝐢𝐧𝐠 𝐮𝐩?
With 𝘝𝘔𝘸𝘢𝘳𝘦 𝘓𝘪𝘷𝘦 𝘙𝘦𝘤𝘰𝘷𝘦𝘳𝘺, future-proof your business:
🔹 Automated protection
🔹 Instant recovery
🔹 Cloud-ready
The future is unpredictable—your recovery doesn’t have to be. 💡
#CyberSecurity #DigitalTransformation
March 9, 2025 at 12:49 AM
𝟏/𝟖 🚨 𝐃𝐢𝐬𝐚𝐬𝐭𝐞𝐫𝐬 𝐝𝐨𝐧’𝐭 𝐰𝐚𝐢𝐭. 𝐍𝐞𝐢𝐭𝐡𝐞𝐫 𝐬𝐡𝐨𝐮𝐥𝐝 𝐲𝐨𝐮𝐫 𝐫𝐞𝐜𝐨𝐯𝐞𝐫𝐲.
With 𝘝𝘔𝘸𝘢𝘳𝘦 𝘓𝘪𝘷𝘦 𝘙𝘦𝘤𝘰𝘷𝘦𝘳𝘺, achieve:
✅ RPO as low as 15 mins
✅ Near-zero RTO
✅ Automated, policy-based protection
Your business deserves resilience. 💪
#DisasterRecovery #CyberResilience #VMware
March 9, 2025 at 12:49 AM
𝟒/ 𝐍𝐚𝐭𝐮𝐫𝐚𝐥 𝐝𝐢𝐬𝐚𝐬𝐭𝐞𝐫𝐬 𝐚𝐧𝐝 𝐜𝐲𝐛𝐞𝐫𝐚𝐭𝐭𝐚𝐜𝐤𝐬 𝐚𝐫𝐞𝐧’𝐭 𝐬𝐥𝐨𝐰𝐢𝐧𝐠 𝐝𝐨𝐰𝐧.
💬 What’s your biggest DR or ransomware resilience challenge?
🔗 Cyber Resilience. ⬆️ Like if you agree: Modern DR is non-negotiable.

Shoutout to the team who turned sleepless nights into bulletproof systems. 🙌 Your work saves businesses.
March 8, 2025 at 2:47 AM
𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐘𝐨𝐮𝐫 𝐃𝐢𝐬𝐚𝐬𝐭𝐞𝐫 𝐑𝐞𝐜𝐨𝐯𝐞𝐫𝐲 𝐒𝐲𝐬𝐭𝐞𝐦 🚒➡️💡

𝟏/ 𝐈𝐦𝐚𝐠𝐢𝐧𝐞 𝐚 (𝐃𝐑) 𝐬𝐲𝐬𝐭𝐞𝐦 𝐡𝐞𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫 𝐛𝐲 𝐝𝐮𝐜𝐭 tape, prayers, and 2005 manual scripts. 😰
- Fragile infra: Single data center prone to floods...
- Slow recovery: 48+ hours to restore operations.
- Ransomware vuln: No air-gap backups or immutable storage.
March 8, 2025 at 2:47 AM
5/ 𝐓𝐡𝐢𝐬 is now:
March 6, 2025 at 4:15 PM
🚨 𝐅𝐫𝐨𝐦 𝐋𝐞𝐠𝐚𝐜𝐲 𝐭𝐨 𝐋𝐞𝐠𝐞𝐧𝐝𝐚𝐫𝐲 - 𝐀 𝐃𝐢𝐬𝐚𝐬𝐭𝐞𝐫 𝐑𝐞𝐜𝐨𝐯𝐞𝐫𝐲 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 🧵

1/ Imagine a DR system held together by duct tape, prayers, and manual scripts from 2005. 😰
That was then.
- Fragile infrastructure
- 48+ hour recovery times
- Ransomware vulnerabilities

We fixed it. Here’s how: 🧵👇
March 6, 2025 at 4:15 PM
𝟔/ 𝐃𝐨𝐰𝐧𝐭𝐢𝐦𝐞 = $$$
🔥 1 hour of downtime can cost SMEs $𝟏𝟎𝐊+.
☁️ Cloud DR cuts this to 𝐦𝐢𝐧𝐮𝐭𝐞𝐬.
March 5, 2025 at 5:20 PM
🚨 𝐃𝐢𝐬𝐚𝐬𝐭𝐞𝐫 𝐑𝐞𝐜𝐨𝐯𝐞𝐫𝐲: 𝐓𝐫𝐚𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐯𝐬. 𝐂𝐥𝐨𝐮𝐝 (𝐓𝐇𝐑𝐄𝐀𝐃) 🧵

𝟏/ 𝐖𝐡𝐞𝐧 𝐝𝐢𝐬𝐚𝐬𝐭𝐞𝐫 𝐡𝐢𝐭𝐬, 𝐡𝐨𝐰 𝐟𝐚𝐬𝐭 𝐜𝐚𝐧 𝐘𝐎𝐔𝐑 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐛𝐨𝐮𝐧𝐜𝐞 𝐛𝐚𝐜𝐤?
💡 Spoiler: 𝐂𝐥𝐨𝐮𝐝 𝐃𝐑 slashes downtime from 𝘥𝘢𝘺𝘴 to 𝘮𝘪𝘯𝘶𝘵𝘦𝘴.
Let’s break down the battle: 𝐋𝐞𝐠𝐚𝐜𝐲 𝐯𝐬. 𝐂𝐥𝐨𝐮𝐝 ⚔️🌩️
March 5, 2025 at 5:20 PM