Jaimin P. Profile

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4.9

(7 reviews)

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$10 USD / hour

rajkot,

india

$10 USD / hour

It's currently 4:55 PM here

Joined May 10, 2017

4 Recommendations

Jaimin P.

@jaiminpandya08

4.9

(7 reviews)

2.6

100%

$10 USD / hour

rajkot,

india

$10 USD / hour

86%

Jobs Completed

100%

On Budget

100%

On Time

17%

Repeat Hire Rate

Machine Learning Engineer

Full-time Freelancer, Machine learning professional, passionate about mathematics, machine learning and deep learning, 5+ years of experience. My professional interests: computer vision, machine learning, data science, deep learning, optimization, mathematical modeling, MATLAB, Python. Please contact me for more details and I will be happy to assist you.

See all Mechanical Engineers in India

Contact Jaimin P. about your job

Portfolio

Drug sales prediction

The segmentation algorithm has successfully provided accurate hemorrhage regions from brain images.

Brain image segmentation for hemorrhage

Image segmentation:

This has been developed for an AI-based floor tiles visualizer. The platform is built to help tile manufacturers visualize tiles and help their clients select the right tiles for their room.

Floor detection

The work is about material supply scheduling in a manufacturing system. Materials for multiple machines to be served by a mobile carrier with the help of AGV, with carrier capacity and fixed work time considered. The materials are to be supplied without idling of machines and the supply to be limited within the difference of buffer levels at each machine. The objective was to minimize the travel distance with satisfying different constraints. Work has been done in Matlab with Genetic Algorithm optimization.

Material supply scheduling using Genetic Algorithm

Finite element analysis of caustic recovery tank for wind load using ANSYS. Project has been completed in following steps
1) Design of structure
2) WInd load calculation according to IS 875 part 3
3) Wind load analysis through finite element analysis using ANSYS software

Finite element analysis of tank for wind load using ANSYS

3551059

Design and analysis of a solar tracker structure. It can hold 12 solar panels of dimensions 1m x 2m with the actuator and rotating mechanism, such that it can sustain wind load. Project completed in following steps.
1) Design calculation for structure and load
2) 3D modeling of structure and mechanism in Creo software
3) Stress analysis for wind load in Ansys software
4) Manufacturing drawing

Design and analysis of solar panel structure using ANSYS

Drug sales prediction

Brain image segmentation for hemorrhage

Floor detection

Material supply scheduling using Genetic Algorithm

Finite element analysis of tank for wind load using ANSYS

3551059

Design and analysis of solar panel structure using ANSYS

Reviews

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Showing 1 - 5 out of 7 reviews

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5.0

₹8,000.00 INR

Project for Data Analysis for stock market

Good work, keep it up

Python

SQL

Machine Learning (ML)

Kunal P.

@KunalPrakashgrd

•

3 years ago

5.0

$27.00 USD

Project for Jaimin P.

Jaimin did a great job on this FEA project. We were in a hurry and he came thru and provided info needed. Will be working with in again.

Engineering

Matlab and Mathematica

CAD/CAM

Mechanical Engineering

Finite Element Analysis

+1 more

Raj P.

@rambuild

•

7 years ago

5.0

$30.00 USD

Pipe Deflection FEA

Great job. Provided a great report and finished head of schedule. Will work with him again.

Engineering

Mechanical Engineering

Finite Element Analysis

Raj P.

@rambuild

•

7 years ago

5.0

$25.00 USD

Robotic Modeling

High quality, on time ,like to hire again

Matlab and Mathematica

Mechanical Engineering

Robotics

Amr A.

@aakamel

•

7 years ago

2.2

$15.00 USD

material engineer

Provider could not grasp the job details

Materials Engineering

Design

Carmen H.

@danandcarmen

•

7 years ago

Experience

KHS Machinery Pvt Ltd

Jun 2014 - May 2015 (11 months, 1 day)

Department: Global Engineering Project: Design of caustic recovery tank for bottle washer machine

Education

Master of Technology in Design Engineering from Nirma University

India

2013 - 2015

(2 years)

Bachelor of Engineering in Mechanical Engineering

Gujarat Technological University (GTU),

India

2009 - 2013

(4 years)

Qualifications

Coursera and deeplearning.ai

2020

I have understood how computer vision has evolved and become familiar with its exciting applications such as autonomous driving, face recognition, reading radiology images, and more. I am able to build a convolutional neural network, including recent variations such as residual networks; apply convolutional networks to visual detection and recognition tasks; and use neural style transfer to generate art and apply these algorithms to a variety of image, video, and other 2D or 3D data.

Coursera and deeplearning.ai

2020

I have learned how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. I am able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpass human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning.

Coursera and deeplearning.ai

2020

I have learned the best practices to train and develop test sets and analyze bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop, and Adam, and implement a neural network in TensorFlow.

Publications

Indian & Australian/NZ Standard for Design Wind Load on Tall Structures like Pressure Vessel & Tank

Trends in Machine Design, STM Journals

Wind load is one of the important loads influencing the design of a tall structure like pressure vessel and tank. Various major standards and codes has given the procedures and coefficients required for the calculation of wind load. This paper describes a comparison of wind load calculations for all structures like pressure vessel and tank between Indian standard IS 875 part 3 and Australia/New Zealand standard AS/NZ 1170 part 2according to their commonalities and differences.

A Review on Application of Biogeography-Based in Optimization Mechanical Engineering

Journal of Experimental & Applied Mechanics, STM Journals

Engineers are always keen to learn from nature. This motivates development of optimization techniques from mathematics of biogeography called as Biogeography-based optimization (BBO). This method can be very useful in some mechanical simulations as they are complex and computationally expensive. In this paper survey on the application of biogeography based optimization and its modified approaches in mechanical engineering has been provided.

Design of caustic recovery tank for bottle washer machine

CRC Press (Taylor and Francis Group)

An above ground steel sedimentation tank is designed as a caustic recovery system. The design is based on various codes and standards. It includes the design of the tank shell, roof and bottom. It also includes the design of leg supports, thermal insulation, and attachments such as stiffening ring, lifting lug, manholes, stairs, and design of piping attachments such as air vents, and tank cleaning nozzle.