The biggest mistake in mechatronics & edge AI? Opening your IDE before touching paper. 🛑 Map your system first or gamble with magic smoke. • Debugging on paper: 5 mins • Debugging via serial monitor: 5 hours Quantize models & know your bus bottlenecks before wiring. 👇 #EdgeAI

🚁 How does a drone stay balanced in the air? 🧭 Sensors measure movement. 🧠 The flight controller processes the data. ⚙️ Motors adjust their speeds. This is closed-loop control: measure, compare, correct. Sensors + software + mechanics = mechatronics. #Robotics #Engineering

🤖 A robot arm is told to move 90°. But what if it only moves 83°? Feedback helps the controller measure the actual position and correct the error. Motors move. Sensors measure. Controllers correct. That's closed-loop control. ⚙️ #Robotics #Mechatronics

Your phone has cameras, motion sensors, microphones & a processor. Combine sensing, computing & AI, then add motors and mechanical movement… 🤖 You start getting the foundations of an intelligent robot. That's where mechatronics meets Edge AI. — MOHID BUILDS #Robotics

Senses, Decides, and Acts 🤖A machine doesn't just exist. It 👁️ SENSE – Collects data. 🧠 DECIDE – AI processes it. ⚙️ ACT – Motors move. The future is Mechatronics + Robotics + AI interacting with the physical world. #Robotics #AI #Mechatronics #MohidBuilds

Selling my live AI video editing SaaS: VIVID. Price reduced from $6k to $4.5k USD! Includes source code, frontend/backend, admin dashboard, community, and domain (vividedit.online). Pivoting to robotics and hardware. DM if serious! 🚀 #buildinpublic #SaaS

Nikola Tesla Said :- "If you want to find the secrets of the universe, think in terms of energy, frequency and vibration."

True Or Not ? Answer me in comments.

Building The Roots ! Today I learned calculus. It helps make robot arm systems safer, speeds up Edge AI, and hides errors in hardware hacking. Strong math skills matter in Mechatronics. Learn with me!

I’m officially putting VIVID up for acquisition ($7.5k USD). It's an AI video editing platform moving toward Agentic AI editing. Complete React/FastAPI/Supabase stack Live site: vividedit.online Pre-revenue / Early-stage Moving to Mechatronics & Hardware + AI. DM To Take

VIVID 1.4 is live 🚀 AI video editing that removes silence, dead air, and awkward pauses automatically. Looking for creators/editors to try it and send feedback. Try VIVID: vividedit.online #AI #VideoEditing #BuildInPublic

VIVID 1.4 is LIVE! 🚀 Shipped fast to turn VIVID into a real product. What’s new: • Feature Demand: Vote & comment on ideas • Public Roadmap: Track what we build next • Refined UI & branding• Production-grade security & stability⚡ Try it now: vividedit.online

2 Days Left

Surprise 90% Done

Something Really Big Coming ! Are You Excited ?

🚀 VIVID v1.4 is shaping up! Today's focus: core UX & reliability. • Real upload progress • In-app video preview • RAW vs. EDITED toggle • Smarter error recovery Polishing the basics first. ✨ vividedit.online #AI #BuildInPublic

Building VIVID day 🛠️ Focus: foundation > features. • Upgraded VIVID 1.4 Decision Engine 🧠 • Fixed dead-air handling 🔇 • Connected Supabase storage & DB persistence ☁️ • Verified local processing flow 🧪 Brick by brick. 🌐 vividedit.online #BuildInPublic

Something Coming ? Wait For Tomorrow #BuildingInPublic

VIVID Update (Days 1-2): Migrated from local SQLite to Supabase PostgreSQL & Storage! Built a scalable foundation, linked video uploads to feature requests, and pushed to GitHub. Next: Redeploying on Northflank! 🚀 vividedit.online #VIVID #BuildInPublic

Today’s VIVID Progress 🚀 Moved from SQLite to a permanent Supabase PostgreSQL DB! 🔹 Connected & tested backend 🔹 Backed up local data 🔹 Created all tables in SupabaseReady to migrate data. No more losing data on redeploy! vividedit.online #VIVID #BuildInPublic