Intellekt AI LLP

We are a team of Machine Learning Engineers with knowledge and experience to take a ML project from idea to production. We provide services for the complete machine learning pipeline, starting from analyzing data to developing and optimizing model, and finally deploying model to various systems like API and android/iOS. We have worked with different sizes of companies. From developing working MVP for startups to developing a scalable and maintainable product for large enterprises like Audi, Volkswagen, USA Airports Main areas of expertise: ❂ Artificial Intelligence & Machine Learning ❂ Deep Learning ❂ Computer Vision ❂ Natural Language Processing ❂ Recommender Systems ❂ Reinforcement Learning ❂ AI/ML Systems Deployed in Cloud Platforms ❂ AWS SageMaker ❂ Microsoft Azure ML ❂ Google Cloud Machine Learning ❂ Predictive Analysis Top Projects --------------- 1. Real-time Pixelwise Scene Segmentation: Optimized STOA deep CNN network to perform predictions at 20 FPS on a NVIDIA V100 GPU with a loss of only 1% accuracy. 2. Traffic Sign Recognition: Developed real-time CNN model performing predictions with 95% accuracy for highly imbalanced dataset using customized loss function. 3. Artificial Traffic Sign Image Generation: Trained a CycleGAN to generate synthetic traffic signs to compensate for limited data. 4. Hand Detection and Gesture Recognition: Developed TF based model using transfer learning and only few hundred images. 5. Plane detection and tracking: Developed real-time deep learning model to detect and track planes and get them parked with 2m parking precision. The model was deployed to Jetson Nano and integrated with Django backend. Skills ------ 1. Languages: Python, C/C++, Java, Swift, Javascript 2. Machine Learning libraries: Tensorflow, Pytorch, Keras, Fastai, sklearn, tensorflow.js, CoreML 3. Web technologies: React, Redux, Angular, Django, CSS, Flask, AWS, GCP 4. Robotics software: ROS, OpenRave, OpenCV 5. Hardware: Arduino, Raspberry pi, Jetson Nano 6. Mechanical software: AutoCAD, Solidworks 7. Electrical software: Pspice, MATLAB, Keil. View more about us on our website: https://www.intellektai.com