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4.0 - 8.0 years
0 Lacs
karnataka
On-site
Role Overview: You will be part of the System Performance team at Qualcomm India Private Limited, responsible for profiling and optimizing System Performance on Snapdragon Data center chipsets. Your role will require a strong knowledge of AI/ML performance using NPU cores, with additional advantage if you have knowledge of CPU, DDR, and NoCs. Key Responsibilities: - Drive performance analysis on silicon using various System and Cores benchmarks like Dhrystone, GeekBench, SPECInt, CNN/GenAI ML networks. - Utilize performance tools to analyze load patterns across IPs and identify performance bottlenecks in the system. - Analyze Perf KPIs of SoC subsystems like NPU, CPU, Memory, and correlate p...
Posted 1 day ago
2.0 - 7.0 years
6 - 16 Lacs
bengaluru
Work from Office
Role & responsibilities Lead end-to-end development of Edge AI models: (Human activity recognition, fall detection, predictive maintenance, anomaly detection, etc.) Architect lightweight models (e.g., TinyML, TFLite Micro) for microcontrollers and IoT devices. Collaborate with hardware, embedded, and firmware teams for edge deployment. Use techniques like: (Model quantization, pruning, knowledge distillation, ONNX conversion) Signal preprocessing (FFT, time-domain, sensor fusion) Drive data collection strategies for real-world edge use cases. Own model performance metrics: (Accuracy, latency, power consumption, memory footprint) Mentor a team of ML engineers and scientists; review code and m...
Posted 2 days ago
2.0 - 4.0 years
0 Lacs
india
Remote
About BeGig BeGig is the leading tech freelancing marketplace. We empower innovative, early-stage, non-tech founders to bring their visions to life by connecting them with top-tier freelance talent. By joining BeGig, youre not just taking on one roleyoure signing up for a platform that will continuously match you with high-impact opportunities tailored to your expertise. Your Opportunit yJoin our network as an Edge AI Develope r and bring AI capabilities directly to edge deviceswhere speed, privacy, and offline access matter most. Youll develop, deploy, and optimize machine learning models to run on low-power, low-latency hardware in real-world environments like IoT, robotics, automotive, an...
Posted 1 month ago
3.0 - 7.0 years
0 Lacs
maharashtra
On-site
You will be responsible for designing and developing cross-platform mobile applications using Flutter. Your role will involve developing native Android applications using Kotlin and ensuring smooth integration with Flutter. Additionally, you will work on iOS app development, focusing on compatibility and performance optimization. Implementing and integrating machine learning models into mobile applications will be a key aspect of your responsibilities, utilizing frameworks such as TensorFlow Lite, Core ML, or other ML frameworks for on-device AI processing. Your tasks will also include optimizing app performance to ensure a seamless user experience. Collaboration will be a significant part o...
Posted 1 month ago
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