Sayan Banerjee | ML Enthusiast

Hi, I'm Sayan Banerjee.

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Self-driven, quick starter, passionate programmer with a curious mind who enjoys solving complex and challenging real-world problems.

About

I am a Computer Science Grad Student at KIIT University. I enjoy problem-solving and coding. Always strive to bring 100% to the work I do. I have worked on technologies like Python, HTML5, CSS, Java, C++, and C during my bachelor's. I am passionate about developing complex applications that solve real-world problems impacting millions of users.

Languages: Python, Java, JavaScript, C, C++, HTML/CSS
Databases: MySQL
Libraries: NumPy, Pandas, OpenCV
Frameworks: Flask, Django, Node.js, Keras, TensorFlow, PyTorch, Bootstrap
Tools & Technologies: Git, Docker, AWS, GCP, Heroku, JIRA

Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.

Experience

Dedicated Freight Corridor
Corporation of India Limited

Internship Trainee

Successfully completed two key projects during DFCCIL internship:
1. Developed and implemented Remote Person Detection-Recording System.
2. Spearheaded the integration of IoT devices at Remote Location Units.
Achieved substantial improvements in railway safety and efficiency through these projects.
Demonstrated strong technical and problem-solving skills in S&T department.
Collaborated effectively with cross-functional teams to ensure project success.
Received positive feedback and recognition for contributions to railway infrastructure enhancement.

Jun 2023 - Jul 2023 | Ajmer, Rajasthan

CodeClause

Artificial Intelligence Intern

Valuable contributor within the dynamic and innovative AI team at CodeClause.
Collaborated effectively with the company's AI department, leveraging teamwork and innovation.
Demonstrated the ability to work on diverse AI projects, showcasing adaptability and versatility.
Contributed to the advancement of AI technology and applications during the internship

Apr 2023 - May 2023 | Remote

Projects

                
Efficient Waste Collection and Filtration
                  IJSREM
                
AccomplishmentsAbstract: A research paper introducing a model for a smart
                    dustbin that incorporates advanced technologies
                    such as IoT and various sensors. These sensors are
                    designed to monitor the fill level of the dustbin in
                    real-time.

                    DOI: 10.55041/IJSREM17403
                    
Driver Drowsiness Detection
                  A real time drowsy driver detection and alert system.
AccomplishmentsTools: PyTorch, OpenCV, Haar Cascade Classifier, Dlib, NumPy, SciPy
Language: Python

Gesture Volume ControlA real-time hand gesture recognition system.
AccomplishmentsTools: OpenCV, MediaPipe, ctypes, comtypes, pycaw
Language: Python

Heart Disease PredictionA ML based web-application to predict heart risks with certain input parameters.
                
AccomplishmentsLibraries: Flask, os, io, numpy, PIL, keras
Models: Binary Classifier, Logistic Regression, SVM, XGBoost
Language: Python

DermatoBot
                  A ML application to predict Skin Diseases.
                
AccomplishmentsLibraries: Flask, os, io, numpy, PIL, keras
Language: Python

Forest Fire Prediction Web-App
                  A web application using Streamlit to predict Forest Fire based on the parameters Oxygen, Humidity and
                  Temperature.
                
AccomplishmentsImplementing a Web-App using Logistic Regression Model
Using external files(images, audios, etc) in our project.
Building the interface of our Web Application using only Pyhton.