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5.0 - 8.0 years
27 - 37 Lacs
bengaluru
Work from Office
What Youll Do Design and implement pre-processing pipelines for signal and time series data. Build algorithms/models for heart rate, respiration rate, movement detection, and sleep stage estimation. Develop robust algorithms for real-world noisy environments and validate them against reference datasets Conduct feature engineering for sleep-related ML models (time/frequency/wavelet features). Collaborate with firmware and cloud teams to integrate algorithms into on-device and cloud pipelines. Contribute to internal signal quality, scoring, and annotation tools. You Have 4–5 years of experience in signal processing/data science/biomedical sensing. Solid foundation in digital signal processing ...
Posted 1 month 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 1 month ago
10.0 - 14.0 years
0 Lacs
delhi
On-site
You are a highly experienced Lead Machine Learning Engineer specializing in Speech AI, Natural Language Processing (NLP), and Generative AI (GenAI). Your role is crucial in designing and expanding a production-grade speech-based virtual assistant powered by Large Language Models (LLMs), advanced audio signal processing, and multimodal intelligence. Collaborating closely with product, research, and DevOps teams, you will lead a group of ML engineers to create and implement cutting-edge AI solutions. In this role, your responsibilities include architecting and implementing advanced machine learning models for speech recognition (ASR), text-to-speech (TTS), NLP, and multimodal tasks. You will l...
Posted 4 months ago
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