Twitter Api Projects
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Complete Explanation For Data Science Resume Projects
I want help in explaining my data science projects in interview in a detailed manner . I am data science professional looking for a job switch of 3 years. Projects: 1) CONSUMER COMPLAINT CLASSIFICATION (NLP) Building an API and training model to classify future complaints based on its content for a banking firm. The dataset is of 2 million rows, 5+ years historical data. Skills/Technology: Python, SVM classification, Random Forest ,Flask, Glove ,Word2Vec 2) PREDICTIVE MAINTENANCE Built an end to end machine learning model for a heavy industry firm which records different features like power,temperature etc for machines and predicting whether failure will happen or not. Skill/Technology: Python, FastAPI, Digital Ocean.,Streamlit,Docker 3) RECOMMENDATION ENGINE FOR AUTOMATED TRADING PLATFORM Developed custom Technical Indicators Functions to analyse historical price data and market trends, triggering buying signals when specific conditions were met. Empowered traders clients with actionable insights by providing timely buy signals aligned with market trends. Skill/Technology: TA-Lib, TensorFlow, NumPy, Pandas, sklearn, statsmodels 4) INSURANCE POLICY CROSS SELLING A classification/ranking project aimed to detect health insurance customers most likely to buy a new type of insurance from the company - car insurance. To solve this problem a machine learning model was built to classify the customers by their probability of buying the insurance. The Heroku platform was used to deploy the ML model, which will respond to requests via API. Skill/Technology: XGBoost,LightGBM, NumPy, Flask,Heroku 5) CUSTOMER CHURN PREDICTION FOR A MALAYSIAN BANK Developed a model to analyse customer data and predict churn to boost customer retention.Employed statistical techniques on customer data using Pandas, Seaborn, and Sklearn. Reduced customer churn rate by 7%, leading to increased revenue, lower marketing costs, and enhanced customer loyalty.
a month ago17 proposalsRemoteopportunity
CRM/Automation Expert Needed
We require a developer who specialised in the below platforms: Zapier Brevo CapsuleCRM Gravity Forms (form in question found at rebategateway.org/claim) We require numerous changes/automations to be built into our workflow. Gravity Form Change We would like to take out the ‘I know the details’ part of the form removed (I think there is a nested form behind it) – with the ‘Lenders List’ that comes up when ‘An insolvency Practitioner completed…..’ is selected. Forcing the client to provide us with who their lenders are. Unemployed/Retired/Self-Employed Email We need an email send via Brevo (this is already linked via API and is used in another automation. We need an email template sent to the client, should they be identified in the application form as Unemployed/Retired or Self-Employed. The email should have a 30 minute delay on it. We would like information to be pulled from Capsule to tailor a few pieces of information within the email to the client. P60 Documentation Request We currently manually send clients an email following their application should we need a copy of their P60 uploading to our website (a P60 is a tax document with their details that we require on). We would like to automate this, using a task being ticked off as the trigger and for the email (probably via Brevo) to continue being sent every 72 hours until they have provided their information (we beed an easy way to stop this email when we get the upload, so we are not annoying clients). It would be great if we could have 3 email types which get more and more urgent – with the final email continuing to be send weekly.
a month ago24 proposalsRemoteopportunity
Custom LMS Development for UK-Based Support Worker Agency
We are a UK-based company specializing in providing support workers to clients in the jobless sector. We are seeking an experienced web developer to design and develop a custom Learning Management System (LMS) from scratch tailored to our specific needs. The LMS should incorporate compliance checks, employee onboarding processes, and HR facilities seamlessly into its functionality. Key Features Required: 1. Custom Learning Paths: Ability to create tailored learning paths for different roles within our organization. 2. Compliance Checks: Automated compliance checks and reminders to ensure adherence to industry standards and regulations. 3. Employee Onboarding: Streamlined onboarding processes including document submissions, training modules, and induction materials. 4. HR Facilities: Features for managing employee records, performance evaluations, and leave requests. Additional Requirements: • User-friendly interface for both administrators and employees. • Integration capabilities with existing systems or APIs. • Mobile responsiveness for accessibility across devices. • Robust security measures to protect sensitive data.
a month ago32 proposalsRemoteSenior PHP/WordPress Developer
The PHP/WordPress Developer we are seeking will be the cornerstone of our development team, responsible for creating and implementing a range of database-driven web applications with a focus on delivering innovative and user-centric solutions. Your technical expertise will drive the design, development, and deployment of projects that stand out for their quality and functionality. Your Main Responsibilities Will Include: Execute the full website design and development life cycle, from the initial concept to deployment and beyond. Seamlessly integrate third-party APIs to extend the capabilities of our web applications. Develop and manage efficient, secure databases that support the functionality of our applications. Customize WordPress installations, crafting bespoke themes and plugins tailored to project requirements. Vigilantly address, diagnose, and rectify any issues in the application, prioritizing a bug-free user experience. Conduct thorough unit testing of code to ensure robustness, usability, and general reliability under various conditions. Manage and maintain domain registrations and configurations, ensuring optimal performance and reliability. Qualifications: Degree in Computer Science, IT, or a related field, with a minimum of 5 years of relevant work experience. Proficiency in PHP and SQL, with extensive experience in WordPress, HTML, CSS, JavaScript, and Bootstrap. Familiarity with C# will be considered a valuable asset. Solid understanding of MySQL databases and UI/UX design principles. High proficiency in English, both written and spoken; knowledge of additional languages is a bonus. Exceptional attention to detail, ensuring precision in coding and design. Strong organizational skills, including effective time management, prioritization of tasks, and the ability to multitask in a dynamic work environment. If you believe that your skills and expertise align with the requirements of this position, please send us your CV for review. Additionally, if you have a portfolio or examples of previous work, we would be interested in seeing them. We are eager to assess your qualifications and establish a cooperative relationship as soon as possible. We look forward to hearing from you.
17 days ago52 proposalsRemoteWrite an article about social media (1000 words)
The impact of social media on society is profound and far-reaching. It has revolutionized the way we communicate, share information, and connect with others. Social media platforms such as Facebook, Twitter, Instagram, and LinkedIn have created new opportunities for people to express themselves, build communities, and promote social causes. One of the most significant benefits of social media is its ability to connect people from all over the world. It has broken down geographical barriers and allowed individuals to form communities based on shared interests, experiences, and values. This has facilitated the exchange of ideas, knowledge, and resources, leading to greater social cohesion and understanding. Social media has also played a crucial role in promoting social activism and raising awareness about important issues. It has provided a platform for individuals and organizations to share their stories, raise funds for causes, and mobilize support for social change. Social media campaigns such as #MeToo and Black Lives Matter have brought attention to issues that might have otherwise been overlooked or ignored. However, social media has also had its negative impacts. One of the most significant concerns is the spread of misinformation and fake news. Social media algorithms and echo chambers can amplify false information, leading to misunderstandings, polarization, and even violence. This has been particularly evident during political elections and crises. Another concern is the impact of social media on mental health. Excessive use of social media has been linked to increased levels of anxiety, depression, and loneliness. The constant need for validation, the fear of missing out (FOMO), and the pressure to present a perfect online persona can take a toll on individuals' self-esteem and mental well-being. To address these challenges, it is important to approach social media with caution and mindfulness. Individuals should be aware of the information they consume and the sources they rely on. They should also take breaks from social media and engage in offline activities that promote self-care and social connections. In conclusion, social media has transformed the way we communicate, share information, and connect with others. While it has brought many benefits, it is also important to be aware of its negative impacts and take steps to mitigate them. By approaching social media with caution and mindfulness, we can maximize its potential while minimizing its negative consequences.
24 days ago48 proposalsRemoteAWS Expert
The AWS person must be able to perform the following tasks 1. Supernal-AI-Hub-App and Account Settings Platform (ASP): - Hosted on existing Amazon EC2 instance. - Ensure granular control over the hosting environment. - Configure security groups, IAM roles, and security measures for sensitive data handling. - Implement monitoring and management tools like AWS CloudWatch for performance monitoring and alerts. - Establish seamless communication between EC2 and EKS environments through appropriate networking configurations (e.g., VPC peering, API Gateway, PrivateLink). 2. Launchpad App: - Utilize Elastic Load Balancing to distribute traffic across multiple EC2 instances. - Configure Auto Scaling groups for dynamic scaling based on traffic demands. - Implement health checks and alarms for fault tolerance and high availability. - Set up security measures such as security groups, IAM roles, and SSL certificates for secure communication. 3. Vendor Success Platform (VSP), Customer Success Platform (CSP), and Product Information Management (PIM) Application: - Move these three applications to a single Amazon EKS cluster. - Utilize Kubernetes for container orchestration, enabling features like self-healing, automated rollouts, scaling, etc. - Configure Kubernetes services for each application within the EKS cluster. - Implement proper resource management and scaling policies for efficient resource utilization. - Set up monitoring and logging solutions compatible with Kubernetes (e.g., Prometheus, Fluentd, Elasticsearch, Kibana). - Ensure seamless integration between EKS services and the EC2-hosted applications. - Implement security measures such as IAM roles for service accounts, Kubernetes RBAC, network policies, etc., to secure containerized applications. - Apply consistent security policies across EC2 and EKS environments, including encryption, access controls, and compliance measures. - Implement CI/CD pipelines for automated deployments and updates of containerized applications. - Configure DNS routing or service discovery mechanisms for accessing the PIM application from VSP and CSP. 4. Overall Considerations: - Implement unified monitoring and management tools compatible with both EC2 and EKS environments for comprehensive insights. - Apply consistent security and compliance measures across both environments using AWS services such as IAM, Security Groups, AWS Shield, etc. - Perform thorough testing and validation of the hybrid setup to ensure seamless operation and minimal disruption during migration. - Document the setup, configurations, and operational procedures for future reference and troubleshooting. - Continuously monitor and optimize resource usage, security posture, and performance of the hosted applications on AWS.
16 days ago15 proposalsRemote