Adnan Lanewala

Adnan Lanewala

Mentor
5.0
(1 reviews)
US$10.00
For every 15 mins
2
Sessions/Jobs
ABOUT ME
Software Engineer
Software Engineer

As a Software / Machine Learning Engineer with numerous experiences, I take pride and excitement in the field! Offering my expertise in assisting clients with ML related projects and expanding my knowledge are important factors that draw me to this work. I earned my degree in Electrical Engineering from McMaster University, and continued on to pursue a graduate certificate in Artificial Intelligence from the University of Toronto.

Throughout my career, I have been involved in all stages of Machine Learning projects from data creation to applying different ML models. I have also been involved in applying different Artificial Intelligence models, such as Convolution Neural Network (VGG 16, resnet 50), Natural language processing (NLP), Generative Adversarial Network (GAN) and a simple 1-2 layer neural network models to real life datasets. In one of my projects, I engineered new features from the data and used them to train the machine learning model (Support vector machine). With this innovative approach, I achieved a 6-7% higher accuracy than the previous approach of passing the whole data as a feature.

Additionally, I also have 8 years of experience in desktop development using C# .net, further adding to my repertoire of skills.
Breaking down and solving problems is a crucial part of engineering and machine learning work – and a skill I would like to offer to your project needs!

Below, are some of my key technical skills:

• Languages: C#, Python, pandas, numpy, matplotlib Keras, Scikit-learn, WPF
• Applications: Visual Studio, Team Foundation Server, Anaconda, Jupyter notebook, SQL Management Studio

Hindi, English
Eastern Time (US & Canada) (-05:00)
Joined November 2019
EXPERTISE
3 years experience
2 years experience | 1 endorsement
My expierence in machine learning ranges from applying traditional machine learning algorithms to deep convolution neural networks. I ha...
My expierence in machine learning ranges from applying traditional machine learning algorithms to deep convolution neural networks. I have been involved in applying algorithms such as support vector machine, logisitic regression to real life data. Addtionally, I have also applied CNN's such has VGG16, resnet 50 to classify images.
8 years experience
In the past 8 years as an engineering professional, I had the pleasure of working on different projects using C#. Here are the few proj...
In the past 8 years as an engineering professional, I had the pleasure of working on different projects using C#. Here are the few projects, I have been involved in. (.) Developed drivers for a lab automation software using C#. The driver were developed for medical instruments which were communicating over RS232, USB, and ethernet. (.) Worked on different mass spectrometry mathematical and chemistry related algorithms in C# Throughout my career, I have been mostly involved in Destop Development. I have very little expierence in web developer (asp.net)

REVIEWS FROM CLIENTS

5.0
(1 reviews)
Tianyu
Tianyu
November 2019
Adnan is a knowledgeable and clear mentor. He understood my questions very quickly and explained to the points. Great experience!
SOCIAL PRESENCE
GitHub
toronto-fire-services
Jupyter Notebook
0
0
EMPLOYMENTS
Software Research Application Developer
Sciex
2018-03-01-Present
· Gathered simulated labelled data to test different machine learning techniques on the dataset in python jupyter notebook · Collected an...
· Gathered simulated labelled data to test different machine learning techniques on the dataset in python jupyter notebook · Collected and consolidated data from different departments and labelled it for supervised learning · Tested and evaluated different machine learning and deep learning models · Evaluated performance, based on receiver operator curve (ROC) and changed threshold to have a proper balance between recall and precision
Python
C#
Keras
View more
Python
C#
Keras
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Software Developer
Thermo Fisher Scientific
2015-08-01-2018-02-01
· Developed Drivers for various type of medical instruments using C# in .NET Framework · Worked with the medical device manufacturer on h...
· Developed Drivers for various type of medical instruments using C# in .NET Framework · Worked with the medical device manufacturer on how their instrument will be used in the lab and how to successfully integrate their software API · Coordinated with various project managers and integrators to successfully install the software component of projects · Trained customers on lab automation software (Momentum) and assisted in their scientific analytical experiment
C#
Visual Studio
Azure DevOps Server
View more
C#
Visual Studio
Azure DevOps Server
View more
PROJECTS
Malaria Detection using Deep learning View Project
2019
· Implemented different Convolution Neutral Networks (CNN's) on malaria cell images · Achieved ~96% accuracy on validation set
· Implemented different Convolution Neutral Networks (CNN's) on malaria cell images · Achieved ~96% accuracy on validation set
Machine learning
Deep Learning
Machine learning
Deep Learning
Gerating Simpsons images using Generative Adversarial Networks View Project
2019
· Implemented GAN using Keras · After 500 epochs, the GAN was able to generate the desired image
· Implemented GAN using Keras · After 500 epochs, the GAN was able to generate the desired image
Machine learning
Neural Networks
Deep Learning
Machine learning
Neural Networks
Deep Learning