AI Consultant Based in Switzerland:
The Expertise That Starts where ChatGPT Stops.
AI Model Training and Robotics.
Tech Stack
Optimize Model Architecture. Test against latest backbones and heads for Detection, Segmentation and Pose Tracking (2D/3D) Models in Pure Pytorch, or frameworks including Detectron2, YOLO, MMPose.
Tech: PyTorch, MMPose, Detectron2, YOLO
Deep dive into model performance issues: missed detections, false positives, false negatives. Find issues and suggest better architecture.
Tech: PyTorch, Jupyter Notebook, Tensorboard, WandB
Generate synthetic datasets for model training in virtual world. Post-processing effects for realistic rendering such as Volume Fog, Motion Blur.
Tech: Unity, NVIDIA Isaac Sim, Blender
Convert trained models for deployment on cloud or edge devices (Jetson series). Use ModelOpt library, ONNX Converter, TensorRT engine for increasing inference speed by 2X-5X.
Tech: TensorRT, ModelOpt, ONNX Converter
Integrate LLMs to your Vision model inference. Connect knowledge base to LLM. Feed vision model inference results for actionable insights
Tech: Vision Language Model (VLM), NVIDIA Isaac Groot
Professional Journey
Detection of mushrooms with YOLO and Detectron2 Models. Measurement of mushroom diameter using segmentation masks. Developed automated quality control systems for agricultural applications.
Tech: YOLO, Detectron2, Computer Vision, Agricultural AI
Worked in a laboratory of AI and Robotics. Controlling robotic arm by decoding muscle cell signals for grasping objects detected by camera. Dropped out to focus on Computer Vision applications in industry.
Tech: ROS, Robotics, EMG Signal Processing, Computer Vision
Top Ranked Engineering Schools
India, France, UK, Switzerland
AI Doctoral School (Dropout)
Lausanne, Switzerland
MS, Mechanics
Palaiseau, France
Internship
Oxford, United Kingdom
Bachelors, Mechanics
Mumbai, India
Research Contributions
Nature Machine Intelligence 1 (9), 400-411
Read Paper