AI Engineer Computer Vision
- Preludesys
- 2 - 5 years
- Chennai
- 2 months ago
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Job Description
Job Title: AI Engineer Computer Vision (Onsite/Full-Time)
Location: Onsite Chennai
Duration: Full Time
Experience: 2+ years preferred
Role Overview As an AI Engineer, youll lead the design, development, and deployment of advanced computer vision models for human motion understanding and video analytics. You'll work across the full lifecycle of AI development from data pipelines to inference optimization helping ship features that power our next-generation fitness intelligence systems.
Key Responsibilities 1. Own the end-to-end lifecycle of computer vision models: from experimentation to deployment and monitoring.
2. Build and optimize deep learning models: i. Pose estimation and skeleton tracking ii. Activity recognition and classification iii. Posture correction and rep counting
3. Apply transfer learning, fine-tuning, and knowledge distillation techniques for performance and generalization.
4. Design scalable pipelines for video data ingestion, annotation, preprocessing, and augmentation.
5. Integrate AI modules into cloud-based (Azure/AWS) environments using REST APIs or microservices.
6. Optimize model inference using ONNX, TensorRT, and quantization strategies for real-time or edge deployment.
7. Collaborate cross-functionally with product, design, and frontend/backend teams to align on deliverables and timelines.
8. Stay up to date with the latest in vision research and evaluate new techniques for production integration.
Required Skills 1. Bachelors or Masters degree in Computer Science, AI, Machine Learning, or related discipline.
2. 2+ years of experience building and deploying computer vision models in production environments.
3. Proficient in Python, with deep experience in PyTorch and/or TensorFlow.
4. Hands-on expertise in models such as: a. YOLOv5/YOLOv8 b. Vision Transformers
5. Experience working with pose estimation frameworks (Mediapipe, OpenPose, Detectron2).
6. Strong understanding of camera calibration, 3D geometry, and real-time motion tracking.
7. Experience integrating models into cloud environments (Azure, AWS) using APIs or containers.
8. Familiarity with tools such as OpenCV, MMAction2, DeepSort, and ONNX/TensorRT.
Preferred Skills
- Experience in real-time video analytics, edge AI, and system optimization.
- Familiarity with CI/CD pipelines, Docker, and monitoring tools for deployed models.
- Prior experience in the fitness or healthcare domain with time-series or movement data.
- Strong grasp of system-level design: latency tradeoffs, hardware acceleration, and scalability.
What Youll Gain
A key role in shaping the next generation of intelligent fitness systems.
- Flexible work environment with learning and mentorship.
Autonomy, ownership, and the opportunity to deploy models used by real users.
A fast-paced environment with exposure to the full AI pipeline, from data to deployment.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: IT & Information SecurityRole Category: IT & Information Security - OtherRole: IT & Information Security - OtherEmployement Type: Full timeContact Details:
Company: PreludesysLocation(s): Chennai
Keyskills: Computer Vision Onnx AWS TensorRT Python Azure Cloud Cloud Based
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Preludesys
PreludeSys is a growing company and is driven by values of ¢Leadership, Passion, Accountability, Collaboration, Quality¢¢ and our culture is reflected by these values.Incorporated in year 1998, is a leading technology services provider delivering IT & IT-enabled business solutions to co...
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