Sunil M.

About Sunil M.

Professional AI Engineer and Computer Vision expert having 5 years of industry experience in executing and delivering data-driven solutions through the knowledge of Machine Learning, Deep Learning, Computer Vision and Image Processing. Expert in programming languages such as Python and MATLAB with strong background in problem solving, research thinking and analytics.( Data Science | Computer vision | Machine learning and deep learning algorithms | Image Processing | AWS | IoT | Python | MATLAB | Electronics | Embedded system)CORE COMPETENCIES:* Machine Learning and Deep Learning :+ Object Detection - YoloV3 and Yolov4 (darknet) model is trained and tested for 200 class product detection and wide verity of hand detection.+ Image Classification - Deep learning model trained for product image classifications.+ Data visualization - Data Visualization using T-SNE, is to use it for exploratory data analysis.+ Model Optimization - Converting Pythorch and darknet [ Yolo ] model to TensorRt model for improving model inference time.+ Knowledge of Machine Learning Techniques such as K-Means, SVM, NN.* Image Processing :+ Image Hashing + Object Detection + Auto Annotation -Automating annotation process in Data collection pipeline which reduced time of annotation process which is manually done.+ SequenceFiner + Image Similarity search engine.+ Knowledge of Medical Image processing + Applications of Image Processing and Computer Vision techniques in Agriculture, Recognition, Security propose + Knowledge of Threshold segmentation, Object Detection, Document OCR + Knowledge of a combination of cryptography and steganography Such as AES, RSA, LSB, DWT + In-depth theoretical and practical knowledge in various image processing disciplines: Image enhancement, Image segmentation, feature extraction, classification, etc.* Python :+ Automation - scripts to image and annotation related conversions- Add features to direct file transfers and communication with edge device and zoho docs.+ Multiprocessing and Multithreading - Used Multiprocessing process, queue and values to improve code to run entire pipeline without power issue on simple edge device.+ NFC Integration - script to read NFC smart card and tap manger for different sessions.

Experience

1. Back End Developer - Ai

   IBM

   Nov 2024 — Present · Kochi, IN

Education

• Visvesvaraya Technological University

  Bachelor of Engineering - BE, Electronics and Communications Engineering

  2014 — 2018