About
👨💻 Passionate Developer Advocate and DevOps Consultant
🌐 I breathe Developer…
Articles by Rohit
Contributions
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How can you design a hybrid or multi-cloud service model for your business?
Start by identifying workloads suitable for different cloud environments based on their unique features and costs. Utilize private clouds for sensitive data and mission-critical applications, ensuring maximum control and security. Public clouds, on the other hand, offer scalability and flexibility for variable workloads. Employ a consistent management and orchestration layer to manage resources across clouds seamlessly. Implement robust security protocols and data encryption to safeguard data during transfer and storage. Embrace containerization and microservices architecture for enhanced portability across different cloud environments. Regularly assess each cloud service provider's performance, costs, and compliance.
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What are the best practices for handling missing data in ML?
Handling missing data in machine learning is crucial for accurate and reliable model outcomes. The first step is to recognize the nature of missing data, whether completely random, at random, or not at random. Several strategies exist for handling missing values, including mean, median, or mode imputation for basic cases and more complex methods like predictive imputation, multiple imputation, and interpolation for intricate datasets. Utilizing domain knowledge can inform the choice of imputation techniques. Choosing robust models like random forests or XGBoost that handle missing data is essential. The ultimate goal is to minimize biases and enhance the quality and interpretability of machine learning models despite missing data challenge.
Activity
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Hello LinkedIn! Going to be a long and brave post. I hope this message finds you well. I am reaching out to share a personal update and seek your…
Hello LinkedIn! Going to be a long and brave post. I hope this message finds you well. I am reaching out to share a personal update and seek your…
Liked by Rohit Ghumare
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Reddit is always fun! You will always find gold. I stumbled upon a very recent blog comparing service meshes: Linkerd vs. Cilium vs. Istio. TL;DR:…
Reddit is always fun! You will always find gold. I stumbled upon a very recent blog comparing service meshes: Linkerd vs. Cilium vs. Istio. TL;DR:…
Liked by Rohit Ghumare
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🚀 Unlock the Power of Feature Flags & Authorization in Modern Development! 🚀 I'm thrilled to announce an upcoming webinar that dives deep into the…
🚀 Unlock the Power of Feature Flags & Authorization in Modern Development! 🚀 I'm thrilled to announce an upcoming webinar that dives deep into the…
Shared by Rohit Ghumare
Experience
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Education
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University of Mumbai
Activities and Societies: Planning Head of Computer Society of India Student Branch
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Licenses & Certifications
Volunteer Experience
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CNCF Ambassador
Cloud Native Computing Foundation (CNCF)
- Present 8 months
Science and Technology
☁️ I talk Cloud Native.
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Google Developer Expert - Google Cloud
Google Developer Experts
- Present 11 months
Education
☁️ I talk Cloud Modern Architecture and Open Source.
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AWS Community Builder - Containers🐳
Amazon Web Services (AWS)
- Present 2 years 8 months
Science and Technology
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PLANNING HEAD
Computer Society of India, Mumbai Chapter
- 2 years
Science and Technology
o Managed a committee of 24 core students and more than 230 student members.
o Successfully organized various technical workshops.
o Planned and Executed meetings and events conducted at Datta Meghe College of Engineering. -
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Coding Blocks Super Alias Ambassador
Coding Blocks
- 1 year 7 months
Education
- Arranging Weekly Technical Workshops.
- Helped students to grab discounts for courses by using my unique coupon code.(CBCAO583, CBCA583, CBCALV583)
- Conducted seminars and workshops in college and online platforms.
Publications
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PREDICTION OF DISEASE & PESTICIDES USING IMAGE PROCESSING OF UNHEALTHY CROPS
Turkish Online Journal of Qualitative Inquiry
Agriculture is the mainstay of the Indian economy. Almost 70% of people depend on it and share a major part of the Gross Domestic Product (GDP). The economy of our country is heavily dependent on agriculture and if it is affected then it will have a major impact on the economy. Diseases happening on the crops are mainly on the leaves which affects the reduction of both quality and quantity of agricultural products. If the farmers completely rely on pure nakedeye observation of experts to detect…
Agriculture is the mainstay of the Indian economy. Almost 70% of people depend on it and share a major part of the Gross Domestic Product (GDP). The economy of our country is heavily dependent on agriculture and if it is affected then it will have a major impact on the economy. Diseases happening on the crops are mainly on the leaves which affects the reduction of both quality and quantity of agricultural products. If the farmers completely rely on pure nakedeye observation of experts to detect and classify such diseases, it can prove to be very expensive and is not completely accurate. The improvement in the field of Artificial Intelligence can be proved useful towards finding a solution for diseases happening to crops. The study aims to design an application for automatic detection and classification of diseases happening to crops. Also, the application should provide fast, cheap, and accurate solutions for the task which can be of great realistic significance. The system will be built by integrating several intelligent technologies like Image processing and Convolutional Neural Network (CNN). The CNN model will be built using TensorFlow library Keras by defining convolutional layers which converts an image into 2D Convolve which further by using feature_extractor_layer gives 95% accuracy. The CNN model will be mainly focused on increasing the processing speed. Taking althese things into consideration we aim at building a system that identifies the disease that has affected the crop and predicts some pesticides to cure the disease.
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Projects
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Prediction & detection of diseases to plants and amount of pesticides required to cure it.
- Present
The aim is to build an efficient system which will quantify the problems with the tomato plant by taking its image as an input and giving ouput as disease to plant and predict amount of fertilizers required to cure the disease.
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IIEC_RISE Docker project for Owncloud Server hosting
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See projectownCloud is a self-hosted file sync and share server. It provides access to your data through a web interface, sync clients or WebDAV while providing a platform to view, sync and share across devices easily—all under your control. And to don't get any failure of data loss and making automation for files have used docker here.
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Crio Launch
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See projectGithub Portfolio (Verified page)
-->Launch is a 10-week online merit-based applied learning program to acquire skills in Java, Databases, OOPs, Applied Data Structures, Linux, OS & Networking, and more. It provides projects as curated modules, none of which you’ll be able to complete without grasping the underlying knowledge and more importantly applying the learning. -
Amazon Alexa skills
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Amazon Alexa skill tools kit provides various tools to build skills over amazon alexa console. Around 5 skills are deployed me on Amazon Alexa, You can find out on amazon alexa viz. Cake walk, Trending meme, Scientific facts.
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My Own Data Scientist
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See projectGoogle assistant provides google developers the action console which is platform to develop actions for google assistant, which can be build using templates or From scratch using dialogflow.
I build from scratch which contains various Answers, which will help students during interviews for Data science.
Ask ->What is machine learning? -
Desktop Assistant
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Just for brushing up mine skills towards python, build basic python based desktop assistant which can read emails, set reminders, talk to you in sound of Microsoft generated speech voice and many more activities.
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Disease Prediction using Machine Learning
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To predict the disease to a person by providing various symptoms using two types of algorithms viz. Naive Bayes and Decision tree.
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SALARY MANAGEMENT SYSTEM
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Employee Salary Data management and Displaying in various aspects about Employee Accountant Relation and also key features like Salary deduction,Leave, Loan , etc.
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Honors & Awards
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Rank 1 at Best LinkedIn Profile Contest
LinuxWorld Informatics Pvt. Ltd.
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BEST STUDENT OF THE YEAR
SAI TRUST EDUCATION
Student who honored by this award is excellent in academics and other school activities and stays at top everytime.
Test Scores
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TOEFL iBT Exam
Score: 90
Languages
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English
Professional working proficiency
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Japanese
Elementary proficiency
Recommendations received
7 people have recommended Rohit
Join now to viewMore activity by Rohit
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FREE RESUME TEMPLATE 📚 https://lnkd.in/eb4nn_zk #RESUME #TEMPLATE
FREE RESUME TEMPLATE 📚 https://lnkd.in/eb4nn_zk #RESUME #TEMPLATE
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🚀 Exciting Update: Enhanced Test Management in Cerbos Hub! 🚀 At Cerbos, we understand that testing is a crucial component of effective…
🚀 Exciting Update: Enhanced Test Management in Cerbos Hub! 🚀 At Cerbos, we understand that testing is a crucial component of effective…
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