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siddharthg837

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Utkarsh Seth

Utkarsh Seth

Home » Challenges » Appian World 2021 Hackathon » Screen Smart

Screen Smart

The app is an intelligent pre-screening solution that screens candidates from LinkedIn & other social/public platforms to find the fittest candidates. The app addresses the long hours recruiters put on unwanted/suspicious profiles for the given positions.

Our Inspiration:

Our talent recruitment team is overwhelmed with the higher number of openings, and they have an uphill task of shortlisting suitable candidates for the interview. Recruitment is a manual, time-consuming task where the recruitment & the interviewing team have to spend long hours shortlisting a candidate. On top of that, post-COVID pandemic, our recruitment team found 25% of profiles suspicious or fraud on different sources of data on the internet for each position, hence spending an average of 20+ hours a week on profiles which should ideally be rejected in the first place.

 

Our Solution:

This problem pushed us to think of any possible way to find the best profiles for the interviews in an automated way to find more appropriate talent in a lesser time. At the same time, a way to identify the suspicious profiles early in the screening process.
We developed this application on Appian that empowers the recruitment team to automatically enrich the candidate profile from multiple sources like LinkedIn, Twitter, and GitHub. The data collected is then analyzed intelligently to check if the profile matches the weighted match criteria defined in the application. This way, we get the results that are more suited to our needs.
The application brings the concept of Match Score, which is an easy way for the recruitment team to identify the right profiles for a job. The match score is an intelligently calculated score by the app based on how well the candidate profile matches the established criteria and how much it is cross-validated from multiple other data points. The Match score keeps on changing as more and more data is associated with the profile.
Finally, the applications also allow the recruitment team to perform virtual pre-screening assessment interviews. The application offers easy-to-use configurations for the recruitment team to specify the questions they would like to ask. Usually, these questions are the ones that can elicit more details about the candidate's profile, skill set. This video content is used to verify the skills identified from the unified data of LinkedIn, GitHub, and Twitter. If there is a mismatch of the user photo (for example, the LinkedIn photo does not match the Video assessment photo, etc.). The same is flagged as a suspicious profile.

Technology Stack:

1) Appian - core platform for building the entire application and connecting with multiple other technologies
2) Phantom Buster - for ease of integration with LinkedIn, Twitter, and GitHub.
3) AWS Lambda - to run core extraction/ ingestion logic runs on the scraped data from LinkedIn.
4) AWS S3 - for storing different profile pics, video recordings 
5) AWS Transcribe - converts the video speech into text.
6) AWS Rekoginition - to compare the profile images.
7) AWS Comprehend - for sentiment analysis, entity, and key phrases identification, etc. 
8) AddPipe - provides a ready-to-use platform for live video recording

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  • Crafting a Powerful Thesis Statement for Academic Success

    In the realm of academic writing, a thesis statement serves as the cornerstone of your assignment. It encapsulates the central argument or perspective of your paper, guiding both your research and the overall structure of your work. Crafting a strong thesis statement is essential for clarity, focus, and academic excellence. Let's delve into the nuances of this critical element and explore how to formulate a compelling thesis statement for your assignments.

    Crafting a strong thesis statement is pivotal to the success of your academic assignments. It acts as a beacon guiding your research and shaping the clarity and coherence of your work. However, navigating this process can be challenging, especially when balancing clarity and depth. If you're seeking guidance or assistance with refining your thesis statement, consider resources like Take My Course that offer expert support in academic writing and assignment development.

    Understanding the Role of a Thesis Statement

    Before diving into the specifics of crafting a robust thesis statement, it's crucial to grasp its significance. A thesis statement is more than just a sentence; it's a concise declaration that outlines the purpose and direction of your assignment. It sets the tone for your entire paper and informs readers about the core message you intend to convey. A well-crafted thesis statement not only captures your stance on the topic but also invites readers to engage with your argument.

    In addition to refining your thesis statement, academic assignments often require comprehensive research and critical analysis. For nursing students tackling complex topics, resources like Nursing Dissertation Help can provide specialized assistance tailored to nursing research and academic writing.

    Elements of a Strong Thesis Statement

    A strong thesis statement possesses several key characteristics that elevate it from a mere assertion to a compelling argument:

    1. Clarity:Your thesis statement should be clear and succinct, providing a roadmap for your readers to navigate the main points of your assignment.
    2. Specificity:It should clearly articulate your main idea and avoid vague or generalized statements. Specificity lends credibility and focus to your argument.
    3. Debatable Nature:A strong thesis statement presents an argument that invites discussion and analysis. Avoid statements that are self-evident or universally accepted.
    4. Relevance:Ensure that your thesis statement directly addresses the topic of your assignment and aligns with the scope of your research.

    Tips for Crafting an Effective Thesis Statement

    Now, let's explore practical tips to help you craft an effective thesis statement:

    • Define Your Topic:Begin by defining the scope and focus of your assignment. Identify the specific aspect of the topic you intend to explore.
    • Formulate a Clear Argument:State your main argument or perspective on the topic in a concise and assertive manner.
    • Be Specific:Avoid broad statements and strive for specificity. Your thesis should provide a clear indication of what your paper will discuss.
    • Consider Counterarguments:Anticipate potential counterarguments and address them within your thesis statement to demonstrate critical thinking.
    • Revise and Refine:Continuously refine your thesis statement as you conduct research and develop your ideas. Your thesis may evolve as you delve deeper into the subject matter.

    Furthermore, successful academic endeavors often involve remote collaboration and evidence-based practices. Utilizing platforms and strategies for Remote Collaboration and Evidence-based Care can enhance your ability to integrate credible sources and collaborate effectively with peers, enriching the quality and impact of your assignments.

    Importance of a Strong Thesis Statement

    A well-crafted thesis statement is instrumental in shaping the overall quality of your assignment. It not only guides your research but also enhances the coherence and persuasiveness of your writing. A strong thesis statement enables you to present a compelling argument backed by evidence and analysis, setting the stage for a successful academic endeavor.

    In conclusion, mastering the art of writing a strong thesis statement is essential for academic success. By following these guidelines and embracing the significance of a well-crafted thesis, you can elevate the quality of your assignments and engage readers with clarity and purpose. A compelling thesis statement serves as a beacon that navigates your academic journey, illuminating your path toward meaningful research and impactful writing. 

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