Rishi Swethan R.

🏆 Top Rated Plus — Ranked in the Top 3% of AI / Computer Vision Experts on Upwork.. 🧰 6+ years of comprehensive experience in AI development for business and research needs. 🚀 Deployed numerous computer vision products used by businesses and governments around the world ✈️ Adaptable work schedule, catering to an international clientele spanning from the US to Australia. ⌛ Strict adherence to time management and budget control, guaranteeing punctual project delivery and efficient resource utilisation. I've honed my skills by effectively integrating conventional and modern approaches. Image processing and computer vision remain the most challenging and rewarding aspects of my work. My approach to computer vision-based projects can be summarized in three steps: * Exploring non-machine-learning approaches where applicable * Employing hyperparameter tuning to identify the best algorithm and augmentation configurations if Machine Learning is necessary * Utilizing image processing techniques from step (1) to enhance the results of ML-based algorithms -> Frequently used image processing techniques: * Histogram Equalisation * Canny Edge Detection * Hough Transform * Sobel Operator * Median Filter * Otsu's Thresholding * Connected Component Labelling * Morphological Operations ... and more -> Deep learning-based approaches: * Image Segmentation * Image Classification * Vision Transformers * Vision LLMs * LLM fine-tuning * GANs * YOLO * Pix2Pix ... and more As a skilled Machine Learning developer with a strong background in R&D, my unique approach to tackling complex computer vision problems ensures optimal results for your projects. Let's connect to discuss how my expertise can help you achieve your goals. Rishi Swethan Rajkumar CEO and AI lead at Serna Solutions Limited