Real-time Sentiment Analysis for an Online Store

$30-250 USD

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Postuar

14 days ago

$30-250 USD

Paguhet në dorëzim

Deployable data engineering Project Idea: Real-time Sentiment Analysis for an Online Store 1. Overview: - Develop a web application for an online store where users can submit reviews for products. - Utilize Apache Kafka for real-time event streaming. - Implement Apache Airflow for workflow orchestration. - Use Apache Spark for data processing and sentiment analysis. - Store processed data in Cassandra DB for recording activities. - Store analyzed data in Amazon S3. 2. Workflow: - User submits a review through the web UI. - The review data is streamed to Kafka topics. - Airflow schedules tasks to ingest data from Kafka, process it using Spark, and store it in Cassandra. - Spark performs sentiment analysis on reviews. categorize it into positive , negative, neutral - Analyzed data is stored in Cassandra for future analysis. - Processed data is also stored in S3 for archival and further analysis. 3. Deployment: - Deploy the entire application stack using Docker containers or Kubernetes for easy scalability. - Utilize AWS or another cloud provider for hosting services like Kafka, Cassandra, and S3. - Publish the code on GitHub with clear documentation and instructions for deployment. ** Kindly give me the project files and instructions for me to try it out on my end. Additionally after project completion if the person can tell me where and how to improve this tech skills, it will really great. **

ID e Projektit: 38066742

Rreth projektit

12 propozime

Projekt në distancë

Aktive 10 days ago

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@ashrafsbai6655

Hi there, I checked your requirements and guarantee you that i have relevant experience in Data engineering it's gonna be done within the highest quality . Let's contact via chat so that I can start work immediately

$300 USD në 1 ditë

4,9

(29 përshtypje)

5,4

12 profesionistët e pavarur ofrojnë mesatarisht $205 USD oferta për këtë punë

@CHZAYAN

Hi, With over 8 years of dedicating my professional life to the eCommerce world and recently completed the sentiment analysis for the website and Instagram store using Python. I am well-equipped to handle your real-time sentiment analysis project. Firstly, I have a deep understanding and vast experience utilizing Python and somehowAmazon Web Services (AWS) which is crucial for hosting services like Kafka, Cassandra, and S3 - all important components of your project. Additionally, my proficiency in Python is a key asset since you have indicated that Apache Kafka and Apache Spark will be employed as part of the analysis. My hands-on experience with Apache Airflow and workflow orchestration further validates my suitability for this task. Post-project, I commit to not only providing you with thorough documentation but also offering insightful guidance on how you can leverage these technologies in the future. Additionally, since we are devoted to lifelong learning, we can arrange a session where I can share tips and suggestions on improving your tech skills in relation to this project. Budget negotiable depending upon the requirements. Let's connect and digitize your store! Thanks, Nouman Choudhary

$50 USD në 30 ditë

4,8

(38 përshtypje)

5,9

@dataspro

Nice to meet you noble246,The requirements of your project match my areas of work and skills, to introduce myself. My name is Anthony Muñoz and i am the lead engineer for DS Pro IT agency. I have worked for over 10 years as a Full-Stack and software development engineer and have successfully done multiple jobs. It will be a pleasure to work together to make your project. Feel free to discuss about the project with me, greetings.

$404 USD në 7 ditë

5,0

(4 përshtypje)

4,1

@MQamar123

With my over 7 years of experience in software development, I have successfully built numerous web applications with various technologies. In particular, I have hands-on experience with all the tools listed in the project description including Apache Kafka, Apache Airflow, Apache Spark, and Cassandra DB. Notably, my proficiency with Python which is at the core of your project's sentiment analysis task will ensure optimal functionality. To assure smooth implementation and deployability, I'll utilize Docker or Kubernetes for easy scalability and leverage AWS or the cloud provider of your choice to host Kafka, Cassandra and S3 services. Also, publishing our code on GitHub with clear documentation and instructions for deployment will be a top priority. Beyond just developing your real-time sentiment analysis project, I am committed to your growth as well. After delivering the project files and instructions, I am excited to not only share what improvements can be made but also guide your team on their incorporation. You can count on me being accessible post-completion for any further assistance you may need unlike some sporadic freelancers.

$30 USD në 7 ditë

3,7

(9 përshtypje)

4,7

@shah812

Just recently completed project for sentiment analysis and recommendation of products, come to chat I will share it with you, as done similar lots of project, lets discuss over chat. thanks

$240 USD në 7 ditë

4,8

(8 përshtypje)

2,8

@jainsoftwareusa

Ex-Googler having more than 15 years of experience in various technologies like - Python, Amazon Web Services, Cassandra, Apache Kafka, Apache Spark. With my broad and diverse skillset in areas such as Amazon Web Services and Python, I believe I'm ideally suited for your "Real-time Sentiment Analysis for an Online Store" project. My familiarity with the very tools - Apache Kafka, Apache Airflow, Cassandra DB, and Spark to name a few - you have highlighted in your project description would ensure a smooth implementation from the get-go. As an ex-Googler and ex-Amazon employee, I understand the importance of not only developing cutting-edge solutions but deploying them in a cost-effective, scalable and user-friendly manner. One of my major strengths is my ability to simplify complex concepts and design systems that are robust yet intuitive. My previous work, be it developing a Healthcare Management System that transformed patient care or a Financial Analytics Platform that revolutionized trading strategies, has demonstrated this knack for blending innovation with practicality. With your project too, I'm confident my experience deploying full-stack applications using Docker containers or Kubernetes while utilizing cloud services like AWS will be invaluable.

$600 USD në 7 ditë

0,0

(0 përshtypje)

0,0

@aman888mehra

As a seasoned professional with comprehensive skills in both Amazon Web Services and Python, I am confident that I am the ideal choice for your Real-time Sentiment Analysis project. My proficiency in showcasing businesses' full potential through strategic marketing, mobile app development, and web design aligns perfectly with your needs for this project. One of my core capabilities is in deploying cloud-based workflows using Amazon Web Services (AWS), precisely what you require for scaling your application on-demand. Additionally, I possess ample experience in using Python to orchestrate diverse data engineering tasks just like Apache Kafka and Apache Airflow - key elements you propose to incorporate in your application.

$140 USD në 7 ditë

0,0

(0 përshtypje)

0,0

@malaikamb2001

With my comprehensive experience as a Data Scientist and a programmer, combined with my skills in programming languages such as Python, C++, and C#, I am confident that I am well-suited for this project. I have previously worked on projects focused on data cleaning, processing, and analysis utilizing advanced tools like Apache Kafka, Apache Spark, and Cassandra, which are essential for this task. Additionally, in my role as a Data Analyst, I have gained proficiency in sentiment analysis using various statistical models and tools such as SPSS, STATA, and SAS. This mastery will allow me to not only develop the web application for your online store but also leverage Apache Airflow to orchestrate workflow efficiently. Finally, my proficiency in deploying applications using Docker containers or Kubernetes will ensure seamless scalability. I am more than willing to provide you with the necessary project files and instructions for you to try it out on your end. What sets me apart is not just completing the task but also providing a comprehensive report detailing areas for improvement in your technology stack post-project completion. I believe in fostering continuous growth in technical skills and offering value even after projects are completed. Look forward to working with you.

$30 USD në 7 ditë

0,0

(0 përshtypje)

0,0

@HamAbbasi00

Hi there, I checked your requirements and guarantee you it's gonna be done within Less possible Time . Let's contact via chat so that I can start work immediately. Wish you the best.

$140 USD në 7 ditë

0,0

(0 përshtypje)

0,0

@muhammadhamza30

With a deep understanding of both hardware and software engineering, I'm confident that I'm uniquely equipped to deliver outstanding results for your real-time sentiment analysis project. My prowess covers a wide range of areas, from designing circuits to integrating complex software systems - precisely the skills your project demands. My proficiency in Python, especially in the context of data engineering and processing is unparalleled. This expertise will be critical for us levering Apache Kafka and Spark, culminating in accurate sentiment analysis and data storage on Cassandra DB and Amazon S3. Moreover, my extensive experience with microcontrollers, sensors and actuators make me particularly adept at optimizing code for efficiency and stability. When it comes to deployment, I've earned significant experience deploying applications using cloud technologies like Docker containers or Kubernetes for easier scalability and AWS services like Kafka, Cassandra, S3 which you may find valuable. On top of this, I am a firm believer in clear documentation and will ensure comprehensive instructions so you can replicate the project effortlessly. Let's kickstart your real-time sentiment analysis web application!

$150 USD në 5 ditë