I am an AI Research Scientist and Engineer with over 9 years of groundbreaking experience in both industry and academia. My expertise lies in creating and deploying cutting-edge AI solutions, specializing in deep learning, computer vision, and a wide range of AI model categories.
What I Offer:
1. Advanced AI Model Development:
- Generative Models: Text2Image, Image2Image, In-painting, Image Segmentation, Depth2Image, Image2Depth, Image2Sketch.
- Classification, Detection, and Segmentation: Expertise in developing highly accurate and efficient models.
- Super Resolution: Specialization in AI-based super-resolution, including projects like NBA super resolution.
2. End-to-End AI Solution Deployment:
- Proficient in Triton Inference Server, PyTorch, TensorFlow, MxNet, and TensorRT.
- Experience with NVIDIA Edify, CLIP, and T5 models.
- Designed and developed scalable AI workflows for high-quality restoration of old and deteriorated footage.
3. Professional Deployments:
- Collaborated with major companies like Adobe and HeadRoom (ex-Google team).
- Developed a cloud-native, GStreamer-based stack for live video stream AI processing.
4 Technical Proficiency:
- Deep knowledge in computer vision, image/video processing, biometrics, signal processing, cryptography, compressive sensing, robotics, real-time operating systems.
- Expertise in horizontal and vertical scaling, Docker, Kubernetes, cloud computing and deployment, profiling, multicore multiprocessor systems, and GPUs.
5. Innovative Research & Patents:
- Pioneered deep unconstrained face recognition techniques, patented by Sony.
- Developed adversarial learning techniques for generic biometric authentication.
6. Consultation & Optimization:
- Expert in low-level profiling, production-level performance analysis, and optimization of AI models and end-to-end pipelines.
- Assisted NVIDIA partners in adapting the Triton Inference Server and DeepStream SDK for efficient AI model deployment.
7. Academic Excellence:
- Summa Cum Laude in Ph.D. and a Gold Medal in Bachelors.
- Several patents and publications in prestigious conferences and journals.