About Sky Mul We build real‑world systems that survive dust, heat, rain, and deadlines. We don’t chase demos; we ship machines that last. Today we enable remote QC —sensor fusion to precise 3 D so changes can be reviewed from anywhere. Next we go hands‑on at a distance: telepresence robotics with ROS2 , bulletproof power, and live telemetry. If you want the full pipeline—hardware → firmware → perception → decision → actuation —this is the playground, and it’s production.
Explore what we’ve built:
Robotics solutions : Demo video : You Tube
Team culture & how we work Builders first and in person : passionate, curious, and relentlessly hands‑on—you prototype, break, measure, and rebuild at the bench and in the field.
Not cloning tech for a local market : we build for the world and take on problems not solved elsewhere.
Failures are data, no rulebook : undefined hard problems, learnings shared openly, failures turned into progress.
Learn at lightning speed : self‑teach new tools, read papers, ship working systems in days—not months.
No pedigree gating :



degrees and years don’t decide; evidence of hard builds, explicit thinking, and character do.
Benevolent teammates only : we push hard and help harder—zero tolerance for ego or toxicity.
What you’ll do Build CV/3 D pipelines end‑to‑end : calibration, feature extraction, multi‑view geometry, reconstruction, reprojection checks.
Translate math into code : implement geometric algorithms from first principles—SVD, least squares, RANSAC, triangulation, Pn P, bundle adjustment seeds—without an LLM doing the thinking for you.
Wire perception into the robot : pull camera/IMU/Li DAR streams together, manage TF2 frames and time‑sync, debug transform trees.
Prototype hard, measure harder : instrument experiments, log everything, write short technical notes the rest of the team can read.
Read papers and ship : turn ideas from FPCV / CS231 A / 16‑822 into working scripts within days.
Must‑have Excellent linear algebra intuition : not me

📌 Junior computer vision (Ernakulam)
🏢 SkyMul
📍 Ernakulam