GAURANG SHARMA
Machine Learning
Python
4
Tensorflow
3.5
Pytorch
3
Numpy
3.5
Detectron2
3.5
YOLOv5
3.5
BlenderProc
1.5
Keras
3
Pandas
3.5
Deep Learning
Recognition
4.5
Classification
3.5
Detection
4.5
Prediction
3.5
Web Development
HTML5
4.5
CSS3
4.5
Bootstrap
4
JQuery
4
Javascript
3.5
JSON
4
AJAX
3
RWD
3.5
JQuery UI
3
Rated out of 5
Verticals
Banking
3.5
Health & Care
4
Industrial Automation
3
IT
4.5
Rated out of 5

Projects

AGCO Power deisel engine assembly
Collaboration between the feild of Industrial automation and AI is booming at an exponential rate. Robots are aiding industry by reducing human time efforts, plus increasing precision in traditional tasks. However, It always struggled with a few limitations like lightning, noise, dirt, and more which limits the performance in various scenerios. In this task I performed object and target detection on ACGO Power diesel engine using Franka Panda robot and Intel realsense camera. This task contributed to a bigger project on engine assembly in the Tampere University, Robolab.
Below are the images of training dataset and its augumentation using Albumentations library.

Facebook's detectron2 and Yolov5 were utilized on the project, Below are the results of object and target detections and their respective masks using detectron2. Mask RCNN helped in predicting accurate masks and the recieved confidence score was above 95% for major of the instances.
Image Processing
Image processing is a process for applying various procedures to an image in order to improve it or extract some relevant information from it. It is a kind of signal processing where the input is an image and the output can either be another image or features or characteristics related to that image. Image processing is one of the technologies that is currently expanding quickly. It is a primary subject of research in both the engineering and computer science fields. This section projects my work in Image processing using concepts that could be used for image enhancement, restoration, and distortion.

Competence

Take a look at some of the things I love working on.

Research & Development

Recently I got introduced to this sector and I am higly enjoying working and developing in it. It allows me to think and learn which I always desire for my career growth.

Consultancy

My teamwork and effective communication were established through prior experience in consulting and client-side models. I have consulted a significant number of clients up to this point and enabled them with the finest solutions for their objectives.

Creativity

Each project I developed shared a creative dimension, which helped me think and kept me committed to the fullest extent possible.

Deep Learning

The principles of neural networks and their applications in diverse sectors motivate me to learn and advance in the domain of deep learning.

Computer Vision

The application of computer vision techniques has been a significant part of my work ever since I started my master's program. As the title indicates, I aim to direct machines in human like perception.

Image Processing

I am aware that machine learning projects require signal processing in both the pre- and the post-processing stages which helped me with data reduction, feature extraction, and improved project visualization.

Web Development

3 years of experience in this field of developing and consultancy helped me deepen my expertise. In future I would like to contribute the collaboration of AI and web development to utilize my knowledge in both domains.

Collaboration

I enjoy collaborating and work to achieve a higher goal. In my experience, this talent has allowed me to improve significantly, and I intend to continue using it throughout my career, regardless of the industry or sector.

Robotics

Despite being new to this field, the idea of constant learning is what attracted me to robotics. I'm eager to plunge in and start learning.

Agile

I have worked with a lot of projects that used the agile methodology. I think this is the ideal way to go about things, Since it incorporates risk management and iterative development,

Object Detection

Object detection makes up the majority of my experience in the field of machine learning, which enables me to work efficiently and develop applications at a faster pace.

Team Work

I had the opportunity to work both independently and collaboratively. Both helped me to create a feeling of accountability, leadership, and unity.

Journey

This website serves as a platform for me to showcase my machine learning and web development work. It features my work in-depth and reflects my interests across a range of industries. 
Since I was completing my bachelor's degree, I have been working on machine learning, but as I started my master's degree in the same discipline, I became more active. I currently have practical experience working while conducting research and developing applied machine learning applications.
Since natural intelligence is the source of artificial intelligence, I think that if I invest more effort into developing intelligence, I will improve my capacity for reasoning and be able to examine more intricate issues in detail. Additionally, because it is a developing field, learning is required, and I am always eager for it!
Never did I change my domian. I discovered a need for backend knowledge while working as a fontend developer. I learned about the idea of web development and AI collaboration while doing research. This got me to thinking about ML's possibilities. What backend could be better than machine learning, I thought to myself. Therefore, I made the decision to learn more about AI. Every chance I have, I attempt to blend the two for a full stack experience.

Primary:

+358 417155080

Secondary:

+91 9654316193

Official ID:

Gaurang.Sharma@tuni.fi

Email ID:

gaurang18sharma@gmail.com

City:

Tampere, Finland