Happiest Minds Technologies
Website:
happiestminds.com
Job details:
Model & Pipeline Development • Build and deploy multimodal ML models spanning NLP, CV, ASR, OCR, and video analytics. • Develop robust pipelines for: o Video frame extraction, shot detection o Speech-to-text, speaker diarization o Image tagging, content moderation o Multimodal embeddings (CLIP, SigLIP, VideoCLIP) • Implement RAG (Retrieval Augmented Generation) with multimodal indexing. Optimization & Performance Engineering • Optimize model latency for real-time content tagging or streaming workflows. • Implement batching, quantization, distillation, or GPU optimizations. MLOps and Deployment • Build CI/CD pipelines for ML using GitHub Actions, Jenkins, or Azure DevOps. • Deploy models as microservices using Docker, Kubernetes, KServe, or FastAPI. • Integrate observability tools (Prometheus, Grafana) for model monitoring. Media Engineering Integration • Integrate AI into CMS platforms, OTT apps, media asset management (MAM) systems.
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