NILG.AI

BACKGROUND

Please describe your company and position.

I am the CEO of IoT platform.

Describe what your company does in a single sentence.

We are a low-code IoT platform offers a unique blend of flexibility and efficiency. Built on a sophisticated and adaptable framework, Emitu provides developers with powerful tools for rapid prototyping, customization, and deployment of IoT solutions. Features like smart templates, automated processes, and a comprehensive suite of pre-built modules enable faster development cycles and reduced complexity, while maintaining granular control over every aspect of the IoT system.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

Develop a ML algorithm

SOLUTION

How did you find NILG.AI?

Referral

Why did you select NILG.AI over others?

• Good value for cost
• Referred to me

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

The project developed an AI-driven consumption forecasting solution in two phases. It began with a strategic plan that included opportunity analysis, KPI assessment, risk mitigation, and defining the prediction scope. A predictive model was then built through data engineering, model training, and performance analysis, delivering code, model, and documentation.

RESULTS & FEEDBACK

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

The measurable outcomes from this work include three key aspects. First, prediction accuracy should meet or exceed a predefined threshold. Second, model performance will be assessed. Third, business impact will be measured through estimated efficiency gains, cost savings, or resource optimization resulting from improved forecasting capabilities.

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

The team managed the project well, delivering on time and responding quickly to our needs. They were professional throughout, making the process smooth and easy to follow. Communication was clear, and they handled any questions or adjustments efficiently. Overall, it was a great experience working with them.

What was your primary form of communication with NILG.AI?

Virtual Meeting

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

What stood out most about this company was their ability to combine technical expertise with a strong understanding of business needs.

Are there any areas for improvement or something NILG.AI could have done differently?

While NILG.AI was highly responsive, one potential area for improvement could be providing more proactive insights or recommendations beyond the initial scope.

BACKGROUND

Introduce your business and what you do there.

I’m the CTO of Pentadata. We’re a startup platform for financial data processing.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with NILG.AI?

We were in need of developing algorithms based on machine learning. We hired them as developers.

SOLUTION

What was the scope of their involvement?

NILG.AI used Python and some Bash to develop the algorithms. They also handled the deployment of the algorithms.

What is the team composition?

I work with Kelwin (CEO) and Paulo (Data Scientist).

How did you come to work with NILG.AI?

We found them through a well-known marketplace website. I first interfaced with Kelwin and quickly discovered that he was very competent. That was an immediate guarantee of quality to me.

How much have you invested with them?

We’ve invested a few thousand dollars.

What is the status of this engagement?

Our ongoing engagement started in September 2020. We released the product in January 2021, but the collaboration has not ended.

RESULTS & FEEDBACK

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

NILG.AI is really good. They stand apart from other vendors I’ve worked with in the past. Their team was better in terms of the feedback they provide to their employees and the quality of the product.

How did NILG.AI perform from a project management standpoint?

Project management is very smooth. We work in an agile environment. It was nice that once Paulo was assigned to our project, that never changed. It made the process very easy because he knew everything. We usually communicate through video calls or emails.

What did you find most impressive about them?

Kelwin is so knowledgeable about machine learning. It’s a very broad field, and he’s an expert. Because of this, they come up with ideas and solutions that I wouldn’t have thought of.

Are there any areas they could improve?

No, I can’t think of anything.

Do you have any advice for potential customers?

I encourage you to share your business needs, not just your technical ones, with Kelwin and his team at the very beginning of your engagement.

BACKGROUND

Please describe your company and your position there.

MobileODT, makes small, smart, Internet-connected medical devices that health care providers can use at the point-of-care for a variety of examinations.

Our leading product is the Enhanced Visual Assessment (EVA) System for colposcopy, used for women's health services around the world.

EVA enhances the native capabilities of a mobile phone, and we use the phone's native communication and processing capabilities to create a telemedicine and analysis platform that supplements a health provider's skills to enable any provider, anywhere, to conduct an examination that until now can only be conducted by an expert physician. 

I was the co-founder and CEO during the course of the project.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire NILG.AI?

Nilg.ai did extraordinary work exploring the limits of ML approaches to cervical cancer detection, and came out with a number of practical insights that deeply affected the field of cervical cancer image processing as a whole.

What were your goals for this project?

To develop AI for cervical cancer imaging.

SOLUTION

How did you select NILG.AI?

Kelwin Fernandez is one the world's experts at applying ML to develop AI for Women's Health Diagnostics. He assembled an extraordinary team and we were very lucky to have found them!

Describe the project in detail.

NILG.AI worked closely as an extension of our R&D team to develop new approaches on a spring-by-sprint basis. This included open-ended exploration as well as practical pilots and feature development.

What was the team composition?

We benefitted from a growing network of excellent ML professionals, led by Kelwin, who is a world leader.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

While the final product is still in development, a number of the models developed my NILG.AI were deployed in the field in pilots and clinical trials, and were reviewed with great fanfare by the US National Cancer Institute.

How effective was the workflow between your team and theirs?

We worked fluidly and effectively with Kelwin's team. Excellent folks.

What did you find most impressive about this company?

There was no problem to small or too large - and they took on the challenges with enthusiasm and an understanding of why they were important to us.

Are there any areas for improvement?

At times there were challenges on our side in developing clear outcomes and defining the challenges we held at a higher priority than others.

Communication from our side could have been improved - and perhaps due to the desire of NILG.AI to be useful in 'filling the gaps' we did not learn of the lack of clarity until the process was sometimes midway.

BACKGROUND

Introduce your business and what you do there.

I'm the CEO of Apollotec, a digital solutions company that helps businesses grow their online presence and sales. We provide website and online store development, custom cloud software, mobile apps, and branding services.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with NILG.AI?

We needed help developing an AI solution for processing high-volume documentation.

SOLUTION

What was the scope of their involvement?

NILG.AI successfully delivered an API-based system that processes and analyzes large volumes of data. The team returned data via API for us to use in our systems and automations. The system analyzes data from documents, suppliers, invoices, and processes. Its functionalities include data analysis and comparison, volume processing, and AI-based analysis to determine if documents contain specific information and meet internal criteria.

What is the team composition?

We worked with 2–5 teammates from NILG.AI.

How did you come to work with NILG.AI?

We found them through a referral. We chose them over other options because they had high ratings, their pricing fit our budget, they were a great culture fit, they offered good value for the cost, and their company values aligned with ours.

How much have you invested with them?

We spent around $10,000.

What is the status of this engagement?

We worked together from January–February 2026.

RESULTS & FEEDBACK

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

NILG.AI's solution gave us the ability to process hundreds of documents in minutes instead of weeks, which was what we used to have. We saw a performance increase of over 500%.

How did NILG.AI perform from a project management standpoint?

We primarily communicated via virtual meetings, emails, and messaging apps.

What did you find most impressive about them?

NILG.AI had excellent professionals who were knowledgeable and delivered quality work within regulations and legislation.

Are there any areas they could improve?

I didn't think there was anything they could improve on.

BACKGROUND

Please describe your company and position.

I am the Founder of Hebrew Bible Study

Describe what your company does in a single sentence.

AI consultation

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

• Integrating artificial intelligence in business

SOLUTION

How did you find NILG.AI?

Online Search

Why did you select NILG.AI over others?

Great culture fit

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

We researched the right ways to implement artificial intelligence in the business

RESULTS & FEEDBACK

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

Not only did they help me understand technically what is recommended to be done efficiently, they were business-oriented so they helped me understand how to take the business to the next level

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

We had online sessions, which were on time.

What was your primary form of communication with NILG.AI?

Virtual Meeting

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

They researched the business side of the product before go to the technical side, so their solution was very deep

Are there any areas for improvement or something NILG.AI could have done differently?

No.

BACKGROUND

Please describe your company and position.

I am the Digital Director of a manufacturer of decontamination products.

Describe what your company does in a single sentence.

We manufacture decontamination products for the healthcare market alongside innovative propietary digital tools for compliance. 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

• To develop an AI driven digital product

SOLUTION

How did you find NILG.AI?

Referral

Why did you select NILG.AI over others?

• High ratings
• Great culture fit
• Referred to me
• Company values aligned

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

Confidential

RESULTS & FEEDBACK

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

Still ongoing. Incredibly positive so far.

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

Absolutely. We couldn't be happier with the management of the project and keeping it on track from their end.

What was your primary form of communication with NILG.AI?

Virtual Meeting

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

They are passionate, organised, and always willing to offer new ideas - whilst thinking of the fundamental elements which need to be addressed.

Are there any areas for improvement or something NILG.AI could have done differently?

None so far.

BACKGROUND

Please describe your company and position.

I am the CEO of Hotel Cloud

Describe what your company does in a single sentence.

The AI Hotel revenue and marketing optimization platform

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

• Increased forecasting accuracy
• Increased revenue opportunity for customers

SOLUTION

How did you find NILG.AI?

Clutch Site

Why did you select NILG.AI over others?

• High ratings
• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

We required a time series forecasting system for hotel bookings. The deliverables were API ready code, that we can deploy to our customers

RESULTS & FEEDBACK

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

Increased forecasting accuracy and uplift in customer revenue

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

Kelwin and the team are amongst the best I've come across. Their attention to detail and business nouse made our partnership with their team excellent.

What was your primary form of communication with NILG.AI?

Virtual Meeting

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

Communication, quality of work. Working as an extension of our team, and really trying to understand our business problem and need

Are there any areas for improvement or something NILG.AI could have done differently?

n/a

BACKGROUND

Please describe your company and position.

I am the CEO and CTO of DL Analytics

Describe what your company does in a single sentence.

We develop AI diagnostics that run on a phone for cervical cancer screening

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

• Build an AI tool that assesses image quality defects and provide live feedback to user
• Build a diagnostic test that meets tight predefined specs

SOLUTION

How did you find NILG.AI?

Knew them from previous work together

Why did you select NILG.AI over others?

• Pricing fits our budget
• Great culture fit
• Good value for cost
• Company values aligned
• They have unique expertise in the space that others don't

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

There were 2 goals to the project: 

• Build an AI tool that assesses the presence / absence of 7 common defects of cervical images seen on the video feed of a phone. 
• Compare the performance of a diagnostic AI classifier running on different neural network architectures, and make sure the performance meetspredefined spec.

RESULTS & FEEDBACK

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

Developing image quality assessment tool: 

• ROC curves for different parameters being detected
• runtime on different phone models 

Comparing neural network architectures: 

• ROC (AUC and shape) 
• NPV 
• PR AUC 
• Dice score

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

They were great. Worked hard to get things done in time. Didn't ask me to help too much and were independent

What was your primary form of communication with NILG.AI?

Virtual Meeting

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

How little I had to onboard them

Are there any areas for improvement or something NILG.AI could have done differently?

No

BACKGROUND

Please describe your company and position.

I am the CEO of ProprHome

Describe what your company does in a single sentence.

We are a property marketplace developed on XRP Ledger to drive greater search and discovery transparency

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire NILG.AI to accomplish?

• To build and deploy our complete data science stack

SOLUTION

How did you find NILG.AI?

Online Search

Why did you select NILG.AI over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Company values aligned

How many teammates from NILG.AI were assigned to this project?

2-5 Employees

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

The team were responsible for the strategy build and deployment of our marketplace search engine code, our community and property analytics, and the development and deployment of an OCR parsing system for approving documents

RESULTS & FEEDBACK

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

Functioning platform features which was achieved ahead of time

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

They delivered on time and were always present for updates and problem-solving without drama or delay

What was your primary form of communication with NILG.AI?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

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

Communication was everything. They kept us informed of progress, involved in key decisions and were fast to tell us when something wasn't possible

Are there any areas for improvement or something NILG.AI could have done differently?

No, not at all. Great experience