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The objective of the project is to create a Resume Scoring algorithm using Natural Language Processing. The algorithm will parse resumes one by one and will create a Candidate Profile based on the skills mentioned in the resume. A corpus is created using Sketch Engine, Wikipedia pages for various required skills (example : Machine Learning, Data Science, Software developer, Programming) are given as input, Sketch Engine creates a corpus from the useful data available on the given links. Word Embeddings are created from the corpus and these are used to match the skills in the candidate resume with the required skills. Finally, the candidate profile is built and plotted as a bar graph for better visualization.

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David Aplin Group, one of Canada's Best Managed Companies, has partnered with our client to recruit Junior Software Developers. New graduates or soon-to-graduate students are encouraged to apply! Our client is looking for Junior Software Developers to join their growing team. This position is responsible for the development, evaluation, implementation, and maintenance of new software solutions, including maintenance and development of existing applications. Applications involve data collection, data storage, machine learning, and data visualization. The Role: Designing, coding, and debugging software applications using front-end frameworks and enterprise applications - front-end, back-end, and full-stack development. Performing software analysis, code analysis, requirements analysis, software reviews, identification of code metrics, system risk analysis, software reliability analysis. Providing assistance with installations, system configuration, and third-party system integrations. Providing team members and clients with support and guidance. The Ideal Candidate: A Bachelor's degree or Diploma in Computer Science, Computer Engineering, Information Technology, or a similar field. Experience working with coding languages C#, JavaScript, Angular, React, Python, PHP jQuery, JSON, and Ajax. Solid understanding of web design and development principles. Good planning, analytical, and decision-making skills. A portfolio of web design, applications, and projects you have worked on including projects published on GitHub. Critical-thinking skills. In-depth knowledge of software prototyping and UX design tools. High personal code/development standards (peer testing, unit testing, documentation, etc). Team spirit and a sense of humour are always great. Goal-orientated and deadline-driven. COVID-19 considerations: All employees are currently working from home. Any equipment or materials required for work will be provided by the company via shipment to the employee's home. Company policy will continue to evolve through the COVID-19 pandemic and implement alternative working arrangements to ensure that all our people stay safe. If you are interested in this position and meet the above criteria, please send your resume in confidence directly to Jim Juacalla or Ron Cantiveros at Aplin Information Technology, A Division of David Aplin Group. We thank all applicants; however, only those selected for an interview will be contacted. Apply: https://jobs.aplin.com/job/409253/Junior-Software-Developers-New-Graduates

An enhanced version of the CRUD Capstone Project with Online visitors can register on-line and obtain their own password and receive a confirming e-mail that is automatically sent from the site. The code also works in the test environment on localhost. If visitors forget their password they can recover their account if they remember the hint. The email is handled by means of the PHPMailer freeware package installed using the compose package. The site was developed using the Apache2 server on localhost in the Microsoft Ubuntu extension for Windows 10 and the online site runs on nginx server in an Ubuntu cloud droplet. At the welcome page, the user can see a summary list of the profiles except for profiles made with the guest login. The Resume View page can be viewed using a link without logging in. Upon logging-in, the user can only see their own profiles. The profile information is enhanced to be more like an person's resume. There is new entry for the person's occupation. The current headline textbox is called Goals. The profile is followed by a list of the person’s skills. Skills are Skill-Set table with multiple entries for each profile is very similar to the Education table. The Skill-Set table is used in conjunction with a Skill table just as the Education table is used with an Institution table. Similarly, a major subject box was added to education. The work experience has similarly been expanded into separate company and summary blocks. There are two new database tables named Dictionary and Offensive. Extending my SQL course work, a programmed loop loaded the 11,000 word dictionary into the database from a delimited text file. The data is screened for offensive language to help make the main page suitable for a general audience, increasing the data verification performed with JavaScript for the browser and further checking at the website. After removing punctuation and exploding text phrases into an array, the information is automatically entered into the database if the words exist in the dictionary of 11,000 English words. If the words are not in the dictionary, the data is still entered into the database after further filtering for offensive words using the Offensive table. This method helps eliminate unnecessary rejections of legitimate words by reducing the need for offensive word checking. The offensive word list only exists in unreadable coded form in the database. The dictionary was constructed for my text-prediction Capstone Project using Twitter chat data for the Data Science Certificate by Johns Hopkins University on Coursera. The GitHub offensive word list of about 100 words was taken from the same project. A further enhancement was the use of JavaScript to directly construct new DOM elements based on a logical if condition for mobile device detection adding to the course project techniques of hot element insertion block as well as the jQuery append method. The inline insertion block method permits modify certain words such as edu1, edu2, ect; but the other method can change anything. An if statement could also be used with the append method so it's not clear how much direct construction of DOM elements helped and it used a number of lines of code that require a certain level of understanding.

This is a personal portfolio website for showcasing my journey, skills, and projects as a data science student. Built with HTML, CSS, and JavaScript. The design is responsive and modern, with interactive sections for testimonials, project filtering, and downloadable resume.

Python is point of fact the Next Big Thing to investigate. There is no need to be worried about its worth, profession possibilities, or accessible positions. Python's commitment to the advancement of your calling is huge, as its notoriety among designers and different areas is step by step waning. Python is "the one" for an assortment of reasons. It's a straightforward pre-arranged language that is not difficult to get. Subsequently, the general improvement time for the task code is diminished. It accompanies an assortment of structures and APIs that assistance with information examination, perception, and control. Employment opportunities in Python While India has a critical interest for Python engineers, the stock is very restricted. We'll utilize a HR master articulation to validate this. For both Java and Python, the expert was relied upon to employ ten developers. For Java, they got over 100 fantastic resumes, however just eight for Python. In this way, while they needed to go through an extensive method to get rid of resilient people, they had no real option except to acknowledge those eight individuals with Python. What does this say about the circumstance to you? Regardless of Python's straightforward language structure, we desperately need more individuals in India to update their abilities. This is the reason learning Python is a particularly colossal opportunity for Indians. With regards to work openings, there may not be numerous for Python in India. Notwithstanding, we have countless assignments accessible per Python developer. In the relatively recent past, one of India's unicorn programming organizations was stood up to with an issue. It had gotten a $200 million (Rs. 1200 crore) arrangement to develop an application store for a significant US bank. Be that as it may, the organization required talented Python developers. Since Python was the best language for the undertaking, it wound up paying a gathering of independent Python developers in the United States multiple times the charging sum. For sure and Naukri, for instance, have 20,000 to 50,000 Python work postings, showing that Python vocation openings in India are copious. It is an insightful choice to seek after a profession in Python. The diagrams underneath show the absolute number of occupation advertisements for the most well known programming dialects. Python Job Descriptions Anyway, what sorts of work would you be able to get in the event that you know Python? Python's degree is broad in information science and investigation, first off. Customers regularly demand that secret examples be separated from their informational indexes. In AI and man-made reasoning, it is additionally suggested. Python is a top choice among information researchers. Furthermore, we figured out how Python is used in web advancement, work area applications, information examination, and organization programming in our article on Python applications. Python Job Profiles With Python on your resume, you might wind up with one of the accompanying situations in a presumed organization: 1. Programmer Investigate client necessities Compose and test code Compose functional documentation Counsel customers and work intimately with other staff Foster existing projects 2. Senior Software Engineer Foster excellent programming engineering Mechanize assignments by means of prearranging and different apparatuses Survey and troubleshoot code Perform approval and confirmation testing Carry out form control and configuration designs 3. DevOps Engineer Send refreshes and fixes Break down and resolve specialized issues Plan systems for support and investigating Foster contents to mechanize representation Convey Level 2 specialized help 4. Information Scientist Recognize information sources and mechanize the assortment Preprocess information and dissect it to find patterns Plan prescient models and ML calculations Perform information representation Propose answers for business challenges 5. Senior Data Scientist Manage junior information experts Construct logical devices to create knowledge, find designs, and foresee conduct Execute ML and measurements based calculations Propose thoughts for utilizing had information Impart discoveries to colleagues While many significant firms are as yet utilizing Java, Python is a more seasoned yet at the same time well known innovation. Python's future is splendid, on account of: 1.Artificial Intelligence (AI): Machine knowledge is alluded to as man-made consciousness. This is as a conspicuous difference to the regular astuteness that people and different creatures have. It is one of the most up to date advances that is clearing the globe. With regards to AI, Python is one of the main dialects that rings a bell; truth be told, it is probably the most ideally equipped language for the work. We have different structures, libraries, and devices devoted to permitting AI to swap human work for this objective. It supports this, however it additionally further develops productivity and precision. Discourse acknowledgment frameworks, self-driving vehicles, and other AI-based advancements are models. The accompanying devices and libraries transport for these parts of AI: AI – PyML, PyBrain, scikit-learn, MDP Toolkit, GraphLab Create, MIPy General AI – pyDatalog, AIMA, EasyAI, SimpleAI Neural Networks – PyAnn, pyrenn, ffnet, neurolab Normal Language and Text Processing – Quepy, NLTK, genism 2. Enormous Data Enormous Data is the term for informational collections so voluminous and complex that conventional information handling application programming is insufficient in managing them. Python has assisted Big Data with developing, its libraries permit us to break down and work with a lot of information across groups: Pandas scikit-learn NumPy SciPy GraphLab Create IPython Bokeh Agate PySpark Dask 3. Systems administration Python additionally allows us to design switches and switches, and perform other organization mechanization undertakings cost-viably. For this, we have the accompanying Python libraries: Ansible Netmiko NAPALM(Network Automation and Programmability Abstraction Layer with Multivendor Support) Pyeapi JunosPyEZ PySNM Paramiko SSH Python Course

A project building a resume parser which determines if you are fit for a IT/Data Science Domain Role

The ML Resume Analyzer is a machine learning project that classifies resumes into job categories like Data Science, HR, Web Development, and more. It uses Natural Language Processing (NLP) to extract insights from resumes and then applies machine learning algorithms for classification.

This repo. contains my latest resume tailored specifically for roles in Machine Learning, Data Science, and AI Engineering domains. It highlights my academic background, industry projects, internships, technical skills, and certifications aligned with data-driven roles.

A beginner-friendly Data Science + AI project that analyzes e-commerce product reviews. Includes data cleaning, sentiment analysis, visualization, and a Streamlit dashboard. Perfect for freshers to showcase skills on GitHub & resume.

A professional data science and machine learning portfolio by Victor Ramirez, featuring projects, workshops, resume, and the AI Builders: LatinX Edition podcast. Built with HTML5 UP Massively template for clean, modern presentation.

This is a personal portfolio website for showcasing my journey, skills, and projects as a data science student. Built with Next.js 14, React 18, TypeScript, Tailwind CSS, Framer Motion, The design is responsive and modern, with interactive sections for testimonials, project filtering, and downloadable resume.

This is my personal portfolio website, designed to showcase my skills, projects, and professional experience in software development, data science, and problem-solving. The website serves as a digital resume and a hub for my work, built with a modern, responsive, and user-friendly design.

This project includes code that will be used and uploaded to my blog where I scrape and analyze data scientist job descriptions for data science positions listed on builtincolorado.com. The analysis includes some keyword analysis and other NLP techniques to look at the most common words and phrases of job postings so I can compare these to my own resume as I look at various positions.

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Projects for Data Science resume

Data Analytics/Data Science projects for resume

A data science project for classifying resumes into job categories.

Data-Science-005 :- Repository Data Science Projects for Resume & Job Applications [Public/Shareable]

Github Page for showcasing Data Science Projects and Resume

This is Data Science project for my Resume

Repo for the data science salary prediction of the data science project from scratch for my resume

Repo for the data science salary prediction of the data science project from scratch for my resume

Profession Data Science Block 1: Getting to know the data. Python for data analysis PROJECT-1. Analysis of resumes from HeadHunter

The Resume Classifier for Data Science Positions is a machine learning project designed to automate the screening process of resumes for data science job openings. The project aims to develop a classification model capable of analyzing resumes and categorizing them into relevant categories

This is my academic project + resume builder project for Computing for Data Science taught by Aaron sir.

Professional repository featuring my resume, portfolio projects, and supporting documents for career opportunities in AI, Data Science, and Technology.

Personal portfolio website of Akul Vashisht, showcasing projects, skills, certifications, and resume for job applications in computer science and data fields.