Ashish Karel Email & Phone Number
Who is Ashish Karel? Overview
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Ashish Karel is listed as Sr AI ML Engineer based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Ashish Karel.
Ashish Karel previously worked as AI Engineer at Xtra and Deep Learning Engineer at Tarsyer. Ashish Karel holds Bachelor’S Degree, Computer Science from The Lnm Institute Of Information Technology.
About Ashish Karel
I am a seasoned Computer Vision Engineer with over 4.5 years of rich experience in designing and developing large-scale products across the domains of Computer Vision, Deep Learning, and Pattern Recognition. My expertise extends from advanced research to practical applications in NLP (Natural Language Processing) and ASR (Automatic Speech Recognition).Throughout my career, I have excelled in:- Advanced Computer Vision Projects: At Xtra, I led pivotal projects including posture analysis for detecting spinal abnormalities using Mediapipe and developing AI-driven models for musculoskeletal health, enhancing user engagement and therapy outcomes through real-time feedback on exercise form and repetitions.- Deep Learning and Model Optimization: Proficient in using frameworks such as Pytorch, TensorFlow, and Keras, I have deployed models optimized for real-time performance on platforms like AWS, Azure, and Google Cloud. My work includes developing innovative solutions using models like VGG, Resnet, and Yolo, and optimizing them using TensorRT and OpenVino.- Image and Video Processing Techniques: Skilled in various algorithms (HoG, SIFT, SURF) for tasks such as object tracking, facial recognition, and motion analysis. My research in activity recognition using semi-supervised learning in cricket videos has been published and cited in academic circles.- Leadership and Project Management: Managed a team of five engineers at Xtra, delivering over 150 specialized assessment modules by integrating AI capabilities into scalable health applications. This role honed my skills in project oversight, team coordination, and deadline management.With a robust technical toolkit and a proactive approach to problem-solving, I am eager to contribute to innovative projects in AI and Computer Vision. I am particularly interested in roles that leverage my comprehensive background in image processing, machine learning, and software development to impact real-world challenges.
Listed skills include Machine Learning, Java, Python, Matlab, and 21 others.
Ashish Karel work experience
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Deep Learning Engineer
★ Developed program to automate monitoring of cement silos and send smoke,scrapgarbage,and ppe voilation alerts.- Tech-stack: tflite, Opencv, python, raspberry pi★ Manufacturing parts counting on conveyor belt using ssd-mobilenetv2-320, imported totflite unit8 precision and deployed model on raspberry pi.- Tech-stack: tflite, Opencv, python, raspberry pi
Computer Vision Engineer
★ Document-image OCR and retrieval system using image processing and tesseract- Tech-stack: c++, Opencv, python, ocr, linux, windows★ Speech Recognition and analysis in kids speech to augment their language learning - Tech-stack: python, pytorch-kaldi, tensorflow, linux, sst engines★ Counting the number of crates unloaded in a factory warehouse using video.
Computer Vision Trainee
★ Displacement calculation of washing machine using video feed- Tech-stack: c++, windows, QT Designer, Opencv★ Face Detection comparision survey- Tech-stack: Opencv, Dlib, python, linux★ 3D bone segmentation from MRI images of patients for pre-surgery analysis- tech-stack: MRI scans, windows, segmentation tool★ Grading Skin Health
Natural Language Processing Engineer
★Document Retrieval System- Tech-stack: python,linux, keras, AWS★Document Summarizer - Tech-stack: python,linux, AWS
Python Developer Intern
★Sensor Fusion- Tech-stack: Python, Kalman filter, linux, Texas instrument radar sensor, self driving car
Deep Learning Engineer Intern
★Worked on Masked-RCNN to segement text lines from the reciept images to improve existing OCR model- Tech-stack: python, tensorflow, keras, AWS★Worked on speech to text for a large e-commerce company on customer service recordings- Tech-stack: python, tensorflow, keras, sst engines, AWS★Worked on voot website customer data to predict the customer.
Ashish Karel education
Frequently asked questions about Ashish Karel
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What is Ashish Karel's role at their current company?
Ashish Karel is listed as Sr AI ML Engineer.
Where is Ashish Karel based?
Ashish Karel is based in Bengaluru, Karnataka, India.
What companies has Ashish Karel worked for?
Ashish Karel has worked for Xtra, Tarsyer, Kritikal Solutions, Legalhub Technologies Pvt. Ltd., and Cell Propulsion.
How can I contact Ashish Karel?
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What schools did Ashish Karel attend?
Ashish Karel holds Bachelor’S Degree, Computer Science from The Lnm Institute Of Information Technology.
What skills is Ashish Karel known for?
Ashish Karel is listed with skills including Machine Learning, Java, Python, Matlab, Linux, Algorithms, C, and Programming.
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