Sameek Bhoir

Sydney,NSW

Work History

National Institute of Industrial Engineering (NITIE)

05.2020 - 08.2020

Analyzed and researched the impact of Covid-19 on communications using statistical learning & ‘pandas’ library in Python
Conducted literature reviews to identify relevant research articles and support project objectives.
Made use of 'Tableau' for data visualization through various plots, charts, and graphs.

Macquarie University

06-2025

SP Jain School of Global Management

01.2022

Platforms: Google Colab, Jupyter Notebook, MongoDB, Neo4j, Fujitsu AutoML
Soft skills: Report writing, Time management, Analytical thinking, Teamwork and collaboration

Spam e-mail detection: Built a Spam e-mail detector, which classifies incoming e-mails into two sections: 'Spam' and 'not Spam'. A TensorFlow based deep learning model helps classify these emails. This is a sequential model with three Embedding Layers to learn featured vector representations of the input vectors. LSTM layer to identify useful patterns in the sequence. The final layer is the output layer which outputs probabilities for the two classes. This model detects spam e-mails with about 97.5% accuracy.
AWS Deepracer: Practiced and used AWS SageMaker and trained a Reinforcement learning model for a self-driving car. The goal was to make an accurate and fast self-driving car. https://youtu.be/YliKkN45J1M
Emotion detection: A large dataset of human faces with various emotions were trained using convolutional neural network (CNN) to recognize various emotions using Keras. To predict emotion in real-time, the live video from a webcam is fed into a network which detects faces and predicts the emotions.
Traffic density estimation: This project accurately counts vehicles within designated areas in video frames to evaluate traffic flow. A pre-trained YOLOv8 model is used to evaluate baseline performance on the COCO dataset for vehicle detection purposes.

National Institute of Industrial Engineering (NITIE)

05.2020 - 08.2020

SP Jain School of Global Management

Macquarie University

Manoj Mahadev SawantManoj Mahadev Sawant
Fire and Safety Supervisor at Broadcast Engineering Consultants India Limited (BECIL).Fire and Safety Supervisor at Broadcast Engineering Consultants India Limited (BECIL).
Gilbert OseiGilbert Osei
Research Scientist at CSIR-Institute of Industrial Research: Engineering, Designing & Prototyping DivisionResearch Scientist at CSIR-Institute of Industrial Research: Engineering, Designing & Prototyping Division
HARISH ROUTHHARISH ROUTH
Sales Agent & Business Development Executive at THE INDUSTRIAL FIRE & SAFETY ENGINEERING INSTITUTESales Agent & Business Development Executive at THE INDUSTRIAL FIRE & SAFETY ENGINEERING INSTITUTE
Devaki Dee ParthasarathyDevaki Dee Parthasarathy
Manager – Procurement & Commercial (Governance & Assurance) at Transport for NSWManager – Procurement & Commercial (Governance & Assurance) at Transport for NSW
Wesley WangWesley Wang
Student Dentist on Placement at Stafford Dental ClinicStudent Dentist on Placement at Stafford Dental Clinic