Python Automation Masters

BACKGROUND

Please describe your company and position.

I am the Director of Savant Garde Energy

Describe what your company does in a single sentence.

SGE provides rooftop-solar owners with grid-independent solar export options by using their Solar system to mine Bitcoin.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Python Automation Masters to accomplish?

• Automate the adjustment of ASIC miner power levels based on real-time solar energy availability. Apply maximum mining output when solar power is high and reduce activity during low generation or high grid usage.
• Develop a smart algorithm that calculates the optimal power target (in watts) for each ASIC miner based on real-time solar energy availability, user-defined limits, and system conditions.

SOLUTION

How did you find Python Automation Masters?

Online Search

Why did you select Python Automation Masters over others?

• High ratings
• Good communications with appetite to solve problems

How many teammates from Python Automation Masters were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Scope included development of:

• Business side adminstration panel - to automate a range of solar-mining IoT devices at scale for many different solar-mining-clients   
• Dynamic collection of 3rd party sensor data - to collate real-time customer data on solar panel output, grid electricity flows & bitcoin mining energy consumption
• Distributed agent - Software agent to run in distributed locations to manage the direct real-time instructions to bitcoin mining devices
• Web server - cloud hosted server setup to facilitate all automation data & software 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Key success indicators include reduced grid electricity usage, improved mining efficiency during solar peaks, reliable 10-minute automation cycles, smooth admin dashboard operation, and the ability to scale for multiple users.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project was well managed in advance by developers providing detailed project specification documents that outlined each core development aspect separately with estimations for the number of hours each aspect (and each sub-task) would take to complete. This plan was important for both parties to agree on expectations of the work product in advance and to ensure all major stages were completed roughly on time and roughly on budget.

Communications were handled either through group virtual video meetings for major discussions, or via e-mails/chat-groups for daily questions or minor project discussions. The team was generally available to answer questions on most days and was excellent at being available within 1- 2 days for any urgent group video meetings necessary. The teams communications capability was a major reason for selecting them & a strength that allowed the project to be delivered so successfully.

What was your primary form of communication with Python Automation Masters?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

The team was proficient at analysing specific software development needs and understanding the detailed requirements of this project. This was a novel system for which there has never been an equivalent IoT automation system built, so it was impressive that the team was willing to navigate an uncertain implementation path. 
The project involved building software for multiple different physical and digital devices and data sources. It was good to find a team willing to tackle uncertainty in an innovative manner and with a positive attitude.     

Are there any areas for improvement or something Python Automation Masters could have done differently?

The project has been largely successful, and the team is highly proficient at software development, which makes it difficult to find any shortcomings. Of course, there are things that could be improved—from both the principal/client side and the software developer side. In the future, it would be good to implement a stricter quality-assurance component as part of a pre-defined testing regime and hit targeted timelines.
But these are elements both parties can do better next time, and they do not fall solely on the developer's side. Any areas of constructive criticism here are very minor, given that this will likely be an ongoing business relationship with many future project components.  

BACKGROUND

Introduce your business and what you do there.

I’m am a founder of a consulting company that provides Mexican residency visa assistance.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with Python Automation Masters?

We needed help with automated scraping.

SOLUTION

What was the scope of their involvement?

Python Automation Masters developed custom Python automation scripts designed to automate the collection and processing of relevant public content or data from online sources. The team included logic for identifying, extracting, and organizing content based on predefined keywords or filters.

Python Automation Masters delivered cleaned and organized data in formats such as Excel, CSV, or database-ready structures. The data included extracted text or content snippets, timestamps (if available), and reference links to the original content (when applicable).

The team also created configurable filters to target specific keywords, topics, or themes for focused data collection. Additionally, they developed a scheduler or automation routine to run the scripts at regular intervals (e.g., daily, weekly), with automated logging and optional notifications.

Moreover, Python Automation Masters provided step-by-step instructions on how to run and maintain the automation, adjust keywords or parameters, and troubleshoot common issues. The team also offered options to export the collected data to external tools such as CRMs, spreadsheets, or storage platforms.

Finally, Python Automation Masters provided evidence of successful test runs and confirmation that the automation performed reliably and accurately.

What is the team composition?

We worked with three teammates from Python Automation Masters.

How did you come to work with Python Automation Masters?

I found Python Automation Masters through Upwork. I chose them over other options because of their price, the number of successful completions shown on Upwork, and their clear and concise communication. The team took their time to answer my questions thoughtfully and concisely.

How much have you invested with them?

We spent between $1,000–$2,000.

What is the status of this engagement?

The project was completed in under a month, less than their estimated completion time.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

Python Automation Masters constantly showed videos of the progress and kept me updated on the completion timeframes. The team showed the script adding scrapes to the database.

This information is very important because it changes constantly, and the quickest way to get up-to-date information is online. Therefore, the project needed to be automated.

How did Python Automation Masters perform from a project management standpoint?

Python Automation Masters delivered on time and responded well to our needs. We primarily communicated through the Upwork platform, but they offered other means, such as email.

What did you find most impressive about them?

Python Automation Masters was very professional, communicative, and easy to work with.

Are there any areas they could improve?

No, there weren’t any.

BACKGROUND

Please describe your company and position.

I am the executive of genaicademy

Describe what your company does in a single sentence.

AI consulting

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Python Automation Masters to accomplish?

• Build data scrapers
• Set up databases

SOLUTION

How did you find Python Automation Masters?

upwork

Why did you select Python Automation Masters over others?

• High ratings
• Pricing fit our budget
• Great communication

How many teammates from Python Automation Masters were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Python automation masters built several scrapers and used a news aggregation API to scrape news about the mortgage industry. We did a discovery project together where they built the scrapers and set up a database to host the data. 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• Number of articles scraped
• Number of relevant articles scraped

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Great project management both Nykyta, the owner, and Anna, the project manager, were extremely responsive and professional. They went above and beyond to steer the project in the right direction

What was your primary form of communication with Python Automation Masters?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They were partners more so than executors despite having a competitive rate. 

Are there any areas for improvement or something Python Automation Masters could have done differently?

No, I am very satisfied and will work with them in the future. 

BACKGROUND

Please describe your company and position.

 I am the CEO of an it services company 

Describe what your company does in a single sentence.

AI Solutions and Data Analysis

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Python Automation Masters to accomplish?

• Web Scraping

SOLUTION

How did you find Python Automation Masters?

Online Search

Why did you select Python Automation Masters over others?

• High ratings
• Company values aligned

How many teammates from Python Automation Masters were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

scrape social media

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Collection of data

Describe their project management. Did they deliver items on time? How did they respond to your needs?

On time and they responded to problems quickly.

What was your primary form of communication with Python Automation Masters?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They are reliable.

Are there any areas for improvement or something Python Automation Masters could have done differently?

In general they are very good, but could always improve.

BACKGROUND

Please describe your company and position.

I am the Engineer of a gaming company 

Describe what your company does in a single sentence.

Startup, scraping websites.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Python Automation Masters to accomplish?

• Scraping information from website
• Display and collect info in a database

SOLUTION

How did you find Python Automation Masters?

Upwork

Why did you select Python Automation Masters over others?

• High ratings
• Good value for cost

How many teammates from Python Automation Masters were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

• Automated scraping process. 
• Development of database. 
• Show information using Django. 
• Telegram bot for notification.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• Number of updates without failure.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They were always on time and available for any problem that arised.

What was your primary form of communication with Python Automation Masters?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

I was impressed with their availability and competency.

Are there any areas for improvement or something Python Automation Masters could have done differently?

I'm happy with the current situation

BACKGROUND

Please describe your company and position.

I am the Developer of an advertising & marketing company

Describe what your company does in a single sentence.

Our company creates and implements new ideas

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Python Automation Masters to accomplish?

• To identify accounts with a minimum of 10k followers

SOLUTION

How did you find Python Automation Masters?

Upwork

Why did you select Python Automation Masters over others?

• High ratings
• Pricing fit our budget

How many teammates from Python Automation Masters were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Scraper for identifying accounts with a minimum of 10k followers primarily in countries such as Australia, USA Scraper for collecting Instagram account data and collecting follower data

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The scraper was properly developed that identifies accounts with a minimum of 10k followers

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Communication was smooth online with frequent updates and weekly meetings.

What was your primary form of communication with Python Automation Masters?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Python Automation Masters responded very quickly to all of our questions and requests and also implemented any changes that we requested very quickly which left a good impression.

Are there any areas for improvement or something Python Automation Masters could have done differently?

Everything was quite satisfactory.

BACKGROUND

Please describe your company and your position there.

I'm the CEO of Profitzon LTD, Which is a service that offers to create and manage amazon stores for investors.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire Python Automation Masters , and what were your goals?

Before I met nikita from python from automation masters, I had ALOT of workers, and salaries to pay, which hurt my profit badly. Nikita was able to build me a lot of automation software which are sustainable and was able to replace many of my workers force and save me a lot of expenses eventually, and also - automated systems are much faster, and efficient, then human beings - which some times sick, or need days off.

SOLUTION

How did you select this vendor and what were the deciding factors?

I found him from upwork.com and he had great reviews.

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

we worked for many years, and step by step he developed system after system. he used mostly python and php.

How many people from the vendor's team worked with you, and what were their positions?

around 5.

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

They were able to save me I would say between 5000$ to 10,000$ of monthly expenses.

Describe their project management style, including communication tools and timeliness.

Nikita is a professional when it comes to tools, timelines, and communication.

What did you find most impressive or unique about this company?

the high quality of the results.

Are there any areas for improvement or something they could have done differently?

Prices are slightly high, but it's because he is giving a lot of value. :)