Tanmay Arya

Tanmay Arya

Artificial Intelligence Intern
India

نبذة عني

Highly motivated mechatronic engineering graduate with nine-month internship experience at Global Automotive Organizations in the field of SCM, AI & Advanced Analytics. Developed AI-driven real-time PoC’s for driver safe…

الخبرة

Advance Analyst Intern

UD Trucks
Mar 2023 - حتى الآن · 3 سنوات 4 أشهر

Developed and delivered three POC’s of Advance Analytics Projects: The Projects aimed at bringing Advanced driver assistance system in the products to improve driver safety with help of Artificial Intelligence Technologies.

Driver Drowsiness Detection System in Real time:
Researched and made POC’s of Driver Drowsiness Detection System using different libraries like Dlib, OpenCV, Pygame, Yolo V5, Pytorch, Mediapipe, etc. POC’s were based on many techniques for example EAR(Eyes Aspect Ratio), Machine learning and Deep learning.
Coding was done on python in Google collab and on local machine in anaconda.

Facial Recognition:
Constructed two types of POC code one using Siamese Network and Other was a Custom Model for facial detection with HAAR cascade.
These program matches facial feature that camera captures with the database and if it is above 80 percent match it displays the name of that person on screen

Detecting TISI mark on tire:
Modeled a POC for detecting TISI (Thai Industrial Standards Institute) with AI. Before this the TISI mark are on tyres were detected manually hence, many human errors were made.
POC’s was made using CNN, Keras, RNN OCR’s, Small object detection and Symbol ID identification.

Artificial Intelligence Intern

UDT India Pvt. Ltd, Bangalore

Developed and delivered three POC’s of Advance Analytics Projects.
The projects aimed at bringing Advanced driver assistance system in the products to improve driver safety with help of Artificial Intelligence Technologies.
Researched and made POC’s of Driver Drowsiness Detection System using different libraries like Dlib, OpenCV, Pygame, Yolo V5, Pytorch, Mediapipe, etc.
POC’s were based on techniques including EAR (Eyes Aspect Ratio), machine learning and deep learning.
Coding was done on Python in Google Collab and on local machine in Anaconda.
Constructed two types of POC code for facial detection using Siamese Network and a custom model with HAAR cascade.
The program matches facial features captured by the camera with the database and displays the name of the person on screen if it is above 80 percent match.
Modeled a POC for detecting TISI (Thai Industrial Standards Institute) marks on tyres with AI.
POC’s were made using CNN, Keras, RNN, OCR’s, small object detection and Symbol ID identification.

SCM Intern

Piaggio and C. SpA, Baramati

Track and manage inventory on SAP ERP, to ensure availability KPI are met.
Export of materials to Italy like engine of new Aprillia 400cc Bike and parts of Quadricycle.
Live viewing and learning of industrial manufacturing of two-wheeler and three wheelers.

المهارات

بايثون (لغة برمجة) أوبن سي في باي تورش تينسور فلو Arduino Programming Dlib Pygame Mediapipe YOLOv5 PyTorch Convolutional Neural Network Recurrent Neural Network Haar face detection algorithm Fully Convolutional Neural Network Siamese Network Optical Character Recognition AutoCAD CatiaV5 Arduino IDE Fusion360 TensorFlow Autodesk Fusion 360 MS Office Excel Word PPT SAP ERP Google Colab Keras CNN RNN OCR Small object detection Symbol ID identification MIT App Inventor Google Firebase ESP8266 C++ Machine Learning Deep Learning Artificial Intelligence IoT Robotics Cyber Security
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