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What steps can you take to build an impressive algorithm portfolio and get a promotion?

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If you want to advance your career as a software developer, you need to demonstrate your skills and knowledge in algorithms. Algorithms are the core of any software solution, and they can make or break your performance, efficiency, and creativity. But how can you showcase your algorithm prowess and impress your boss, clients, or potential employers? Here are some steps you can take to build an impressive algorithm portfolio and get a promotion.

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Dominick J. Monaco

Full-Stack Software Engineer | React | Next.js | Typescript |Fullstack | Climate Advocate
Renish Okago

Software engineer || Frontend Developer || JavaScript || Tailwindcss || React js
Jorge S. Ribeiro jr.

Consultor Senior | Network Automation | Full Stack developer | Python

1 Identify your goals and audience

Before you start working on your algorithm portfolio, you need to have a clear idea of what you want to achieve and who you want to impress. Do you want to get a raise, a new role, a new project, or a new job? Do you want to show your skills to your current employer, a prospective employer, a client, or a peer? Depending on your goals and audience, you may need to tailor your portfolio accordingly. For example, if you want to get a promotion within your company, you may want to highlight the algorithms you have used or developed for the specific projects or products you have worked on. If you want to get a new job, you may want to showcase a variety of algorithms that demonstrate your versatility and problem-solving abilities.

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Dominick J. Monaco

Full-Stack Software Engineer | React | Next.js | Typescript |Fullstack | Climate Advocate
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I, as well as others, have found success in keeping a blog showcasing algorithms you've implemented and learned. It can be structured in a variety of ways, but the goal should be to showcase that you've studied this, can explain the benefits of a specific algorithm in particular use-cases, and how to implement it. The key benefit of keeping a blog is in the situation of being in an interview. A blog serves as a portfolio and a reference tool. You can point to it to showcase that you've studied and understand these principles, even if you cannot recall the perfect implementation at the immediate moment.

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Renish Okago

Software engineer || Frontend Developer || JavaScript || Tailwindcss || React js
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To build a standout algorithm portfolio for career advancement, begin by outlining your objectives and defining your target audience. Clarify your goals—whether it's demonstrating expertise or tackling practical issues—while considering the expectations of your audience, be it potential employers or the tech community. This strategic alignment ensures your portfolio effectively communicates your technical skills and problem-solving abilities, laying the groundwork for professional growth and recognition.

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2 Select your best algorithms

When defining your goals and audience, you must select algorithms that best represent your skills and achievements. Don't include every algorithm you have ever learned, but rather focus on those that are relevant, impressive, and unique. When selecting your algorithms, consider their complexity, efficiency, creativity, and diversity. Aim for algorithms that are not too easy or too hard but demonstrate your ability to handle challenging and realistic problems. Additionally, choose algorithms that optimize the time and space complexity of your solutions while handling large and dynamic data sets. Furthermore, look for algorithms that are not too common or obscure but show your originality and innovation. Lastly, select algorithms that cover different domains, applications, and paradigms to demonstrate your breadth and depth of knowledge.

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Renish Okago

Software engineer || Frontend Developer || JavaScript || Tailwindcss || React js
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To elevate your algorithm portfolio, meticulously curate and showcase your most impactful algorithms. Focus on quality over quantity, highlighting those that best demonstrate your problem-solving prowess, coding proficiency, and innovation. Prioritize algorithms that align with your career goals and resonate with your target audience, making your portfolio a compelling testament to your expertise and potential contributions in the field.

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3 Document your algorithms

After selecting your best algorithms, it is imperative to document them properly. Documentation serves to explain the logic, purpose, and functionality of your algorithms, as well as demonstrate your communication and presentation skills. Your documentation should include a description of the problem and solution, the algorithm's code, test cases, and analysis. The description should provide a brief overview of the main steps, assumptions, and limitations. The code should be presented in a clear and readable format with comments, indentation, and naming conventions. Test cases should include examples of input and output for your algorithm with different scenarios, edge cases, and errors. Lastly, analysis should include metrics and statistics to measure the performance and quality of your algorithm compared to other alternatives or benchmarks. Explain the trade-offs and benefits of your algorithm as well.

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Renish Okago

Software engineer || Frontend Developer || JavaScript || Tailwindcss || React js
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Thoroughly document each algorithm in your portfolio, providing clear and concise explanations of the problem, solution approach, and implementation details. Include code comments, relevant insights, and any optimizations applied. Effective documentation not only showcases your communication skills but also ensures that your audience, whether it's colleagues or potential employers, can easily understand and appreciate the significance of your algorithms.

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4 Showcase your algorithms

Once you have documented your algorithms, you need to present them in a professional and attractive way. You can use a platform or tool such as a website, blog, GitHub repository, or LinkedIn profile to showcase your algorithms in a portfolio format. Additionally, you may want to demonstrate your algorithms in action by creating a video, demo, or live presentation. When crafting your showcase, it is important to include an introduction that provides a brief overview of yourself, your background, and your goals. You should also provide a summary of the algorithms that you have included in your portfolio and detail the features, benefits, and challenges of each algorithm. Additionally, use visual aids to illustrate your algorithms and their results. Lastly, provide a conclusion that summarizes the value of your portfolio and thank your audience for their attention. Invite them to contact you for more information or feedback.

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5 Update your algorithms

Finally, keeping your portfolio fresh, relevant, and current is important and can be achieved by regularly updating your algorithms. Reasons for doing so may include fixing bugs, adding features, optimizing performance, or simplifying code. Additionally, you may learn new algorithms, concepts, or techniques that can enhance your skills and knowledge. Receiving feedback from your audience, peers, or mentors can also help you improve your algorithms or portfolio. Furthermore, new problems, projects, or opportunities may arise that can inspire you to create new algorithms or apply existing ones. By updating your algorithms, you demonstrate continuous learning, growth, and improvement as a software developer.

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6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

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Jorge S. Ribeiro jr.

Consultor Senior | Network Automation | Full Stack developer | Python
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In the realm of algorithm study, the well-trodden paths of common topics and approaches can make it challenging to craft a distinctive portfolio. A powerful strategy to elevate your portfolio is engaging in competitive programming. This dynamic avenue not only sharpens your algorithmic skills but also showcases your problem-solving prowess, creating a unique and impressive collection of work. Through competitive programming, you not only master algorithms but also demonstrate their real-world application, making your portfolio stand out in the crowd.

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Lautaro L.

Finalista Mundial y Profesor en Programación Competitiva | Ciencia de Datos @ UBA | Ingeniería Informática @ UNLaM
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La programación generica es una buena forma de darle una impronta más profesional a los algoritmos genericos que uno escribe. Esto es importante es lenguajes fuertemente tipados como C++. Por ejemplo, en C++ una implementación de un algoritmo de ordenamiento será mucho más universal, reutilizable y profesional utilizando templates que implementandolo sobre vectores de un tipo especifico de datos.

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What steps can you take to build an impressive algorithm portfolio and get a promotion?

1

2

3

4

5

6

1 Identify your goals and audience

2 Select your best algorithms

3 Document your algorithms

4 Showcase your algorithms

5 Update your algorithms

6 Here’s what else to consider

Algorithms

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What steps can you take to build an impressive algorithm portfolio and get a promotion?

1

2

3

4

5

6

1 Identify your goals and audience

2 Select your best algorithms

3 Document your algorithms

4 Showcase your algorithms

5 Update your algorithms

6 Here’s what else to consider

Algorithms

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