02 Oct
|
Green Aero Propulsion
|
Bengaluru
02 Oct
Green Aero Propulsion
Bengaluru
About the Role:
Green Aero Propulsion is building India's first indigenous transonic unmanned strike platform, AgniPankh. We are hiring a Computer Vision Engineer to own the EO/IR-based terminal guidance pipeline — from sensor fusion and target acquisition to real-time tracking and precision strike handoff. You will design, train, and deploy deep-learning models that recognise and lock onto targets in GPS-denied, high-speed, low-altitude flight regimes where latency and robustness are non-negotiable.
Location: KIADB Aerospace Park, Devanahalli, Bengaluru (on-site)
Employment type: Full time
Reports to: Head of Avionics
Key Responsibilities:
• Develop and optimise real-time object detection, classification, and tracking algorithms for EO/IR sensor payloads operating at transonic speeds
• Design the terminal-guidance computer-vision pipeline: target acquisition, lock-on, mid-course update, and handoff to the flight controller for precision terminal manoeuvre
• Build, curate, and augment training datasets from UAV-captured aerial imagery, satellite imagery, thermal imagery,
and synthetic data (domain randomisation, sensor-noise injection, clutter generation, weather/lighting variation)
• Train and compress deep-learning models (YOLO variants, transformer-based detectors, Siamese trackers) for edge deployment on embedded GPU/FPGA hardware under strict size, weight, and power (SWaP) constraints
• Integrate vision algorithms with the TERCOM-based GPS-denied navigation stack and the 6-DOF digital-twin simulation environment for hardware-in-the-loop (HIL) testing
• Implement sensor-fusion techniques combining EO, IR, and INS data to maintain target track through clutter, countermeasures, and environmental obscurants
• Define and run model-validation campaigns: precision/recall benchmarks, latency profiling, Monte Carlo miss-distance and CEP analysis, and flight-test correlation
• Collaborate with the avionics, aerodynamics, and propulsion teams to ensure vision-system req
📌 Computer Vision Engineer — Terminal Guidance (Bengaluru)
🏢 Green Aero Propulsion
📍 Bengaluru