Kevon Cadogan
I build fast, secure, and conversion-focused websites for businesses in Georgetown and across Guyana—custom designs, e-commerce, and maintenance that keep you visible to local customers.
About
Full-Stack Developer
Currently at V75 IncI am a full-stack developer with an eye for detail, building client and server applications for five years, with a diverse set of skills from HTML and JavaScript, with frameworks like React and Angular to Django, MySQL, MongoDB etc. With a sound agile project management discipline from years of building client-server applications, there is very little that we cannot achieve in a timely manner.
Skills
Technologies & Frameworks
Resume
Education
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- •Understand industry best-practices for building deep learning applications.
- •Be able to effectively use the common neural network tricks, including initialization, L2 and dropout regularization, Batch normalization, gradient checking.
- •Be able to implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence.
- •Understand new best-practices for the deep learning era of how to set up train/dev/test sets and analyze bias/variance.
- •Be able to implement a neural network in TensorFlow.
AWS Fundamentals: Addressing Security Risk
- •Detective controls, including Amazon CloudTrail, AWS Security Hub, Amazon GuardDuty, and AWS Config.
- •Encryption of data at rest, in motion, and best practices for how to store data within and between various AWS services.
- •The AWS Well-Architected Framework and protecting compute resources such as Amazon EC2 and AWS Lambda.
Professional Experience
Neural Networks and Deep Learning
- •Understand the major technology trends driving Deep Learning
- •Be able to build, train and apply fully connected deep neural networks
- •Know how to implement efficient (vectorized) neural networks
- •Understand the key parameters in a neural network's architecture
AWS Fundamentals: Migrating to the Cloud
AWS Fundamentals: Building Serverless Applications
- •AWS serverless framework and architecture in the context of a real business problem
- •Provide AWS Lambda, Amazon API Gateway, Amazon DynamoDB, Amazon Lex, and other services needed to deploy serverless solutions.
Sequence Models
Recurrent Neural Networks
Recurrent Neural Networks and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering.
Natural Language Processing & Word Embeddings
Natural language processing with deep learning is an important combination. Using word vector representations and embedding layers you can train recurrent neural networks with outstanding performances in a wide variety of industries. Examples of applications are sentiment analysis, named entity recognition and machine translation.
Sequence Models
Sequence models can be augmented using an attention mechanism. This algorithm will help your model understand where it should focus its attention given a sequence of inputs. This week, you will also learn about speech recognition and how to deal with audio data.
Services
Custom website design for Guyanese businesses
E-commerce website development in Guyana
Responsive web design Georgetown
Affordable web design packages Guyana
Website maintenance and speed optimization
Small business website design Guyana
Hire a local web developer in Georgetown
IT services and cloud setup for local teams
Website Development
The Web Development Services offered by me vary from simple automation script for your existing Web Services to fully functional Custom facing Web solutions such as Static Website (for images and Text base only) for Detailing the products and services you offer to potential customers, such as E-commerce Applications, Business to Business Applications, Administrative Control Panel for internal business applications.
DevOps
Create and maintain continuous integration strategies using GitHub, AWS Boto3, Jenkins, Chef, Puppet or Ansible.
Machine Learning
Applied Linear Algebra, AI and Neural Networks designs and coding using Octave and Python scikit-learn and NumPy
Cloud
Server migrations, and consultation on cloud infrastructure planning to minimize costs while maximizing security and performance.
Ready to start your next project? Let's work together!
Get In TouchPortfolio
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