Are you ready to create an ever-improving business with AI? At NILG.AI, we specialize in the early adoption of AI ideas for businesses like yours. We discover, validate and implement AI solutions that drive meaningful growth. With our proven methodology, we streamline the discovery and validation process, mitigating risks, and reducing time to market, so you can quickly turn your AI visions into reality.
As your strategic partner, NILG.AI is committed to helping you define and execute your AI and Data roadmaps. We go beyond mere execution, working closely with you to understand your unique business objectives and align them with your AI initiatives. Our team of experts will collaborate with you to craft a comprehensive roadmap leveraging AI and data's power to drive innovation and achieve your long-term goals. You can confidently navigate the rapidly evolving AI landscape with our guidance and support. Together, let's chart a path to success and unlock the full potential of AI for your organization.
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Contact the vendor and get feedback on your queries in a timely manner.
We have a diverse team passionate about AI and its transformative power. Our team has a diverse background, from PhD in Artificial Intelligence to Bioengineers and Electronics Engineers. Our core team is based in Portugal, but we have a global network of expert partners that allow us to seamlessly bring the best skills to each project, from technical aspects of AI to tangential areas (legal, marketing, etc.).
Do you find this team interesting?
Contact the vendor and get feedback on your queries in a timely manner.
Iqony
Vonovia
TÜV Nord
Continental
HGreg
Metro do Porto
Awards & Partner Statuses
Hands-on Data challenge: Flat Finder
Hands-on Data challenge: Combustion Optimization
Hands-on Data challenge: Image Insights
Hands-on Data challenge: Service Finder
VOXPOP
We developed deep-learning models for automated cervical cancer screening using mobile devices. We have worked on multiple predictive tasks to support medical practitioners, such as image quality detection, compliance with the medical protocol, cervical cancer detection, and cervix type identification, among others.
Challenge
We faced multiple challenges guaranteeing data quality on the dataset.
While we had tons of images, only a few had labels, making it difficult to train AI models with good performance.
Solution
To support the lack of labels, we used semi-supervised learning, promoting consistency in results from minor data augmentations.
We put the focus in doing pilots for acquiring more diverse data, with a human in the loop.
Results
Published patents and articles:
Bernat, Amir Shlomo, et al. “Automated monitoring of medical imaging procedures.” U.S. Patent Application No. 16/964,303.
Francisca Morgado, Pedro Dias, Reuven Weiser, Kelwin Fernandes, David Levitz. “Approaches to blur reduction in cervical images for automated visual evaluation”. SPIE Photonics West (2023).
Do you have a similar project?
Contact the service provider and receive an appropriate offer in a timely manner.
We provide consulting and development services in Artificial Intelligence and related domains (Data Science, Machine Learning, among others). We assist companies in defining their AI strategy and execute solid AI roadmaps following our proven methodology.
What sets you apart from the competition?
We strongly believe that to be successful in any AI initiative, we need a balanced technical and business mindset. As such, our methodology balances both components. You can learn more about it in our free eBook: https://get.nilg.ai/eBook-business-centric-AI
Our vision is to set the standard of AI adoption to transform businesses. Therefore, we constantly develop and validate our methodology for AI adoption. Our method aims to mitigate all common mistakes in the discovery, validation, and execution of AI initiatives.
Our methodology is based on design thinking, empowering our customers to autonomously understand and make decisions around AI adoption. You can learn more about it on our YouTube channel (+42k subscribers as of 01/2023, https://youtube.com/@nilg_ai). We have a community of entrepreneurs and managers named AIPreneur Circle, where we have monthly mastermind sessions with, discussing the challenges they face in the process of adopting AI.
We work seamlessly with a network of experts in tangential areas and AI technologies, allowing us to bring the best talent to each project. We also facilitate the search, onboarding, and offboarding of domain experts according to our customer needs.
What is your project approach?
We follow an agile methodology based on validation sprints. We aim to have short iteration pilots where we validate an assumption and adjust accordingly. This allows us to capture value early on in the projects, obtaining feedback both from the technical and business sides.
How do you calculate scope, time & budget?
Our entry-level service provides a strategic roadmap for a company or product, helping our customers gain clarity of the requirements and short- to long-term vision for the project. This initial assessment, which consists of a series of co-creation workshops, results in a roadmap including the required data, technical implementation, business integration, opportunity assessment, and most likely risks and mitigation plans.
Who is your typical client?
We work with customers in all industries, which has allowed us to improve our methodology, making it suitable for any AI-related project. Typically, 50% of our customers are large corporations, while the remaining 50% is balanced between early-stage startups and SMEs.
Are these answers plausible to you?
Contact the service provider and receive an appropriate offer in a timely manner.
“AI Development & Consulting for Manufacturing Company”
Feedback Summary19 June 2024
Although the project is ongoing, the client regards the progress as positive. They're happy with NILG.AI's project management. The team is passionate, organized, and willing to offer ideas. NILG.AI addresses the fundamental elements during development and communicates via virtual meetings.
Project Summary
NILG.AI develops an AI-powered digital product and provides AI consulting for a manufacturer of decontamination products for the healthcare industry.
The Feedback
I am the Digital Director of a manufacturer of decontamination products.
We manufacture decontamination products for the healthcare market alongside innovative propietary digital tools for compliance.
To develop an AI driven digital product
High ratings
Great culture fit
Referred to me
Company values aligned
Referral
High ratings
Great culture fit
Referred to me
Company values aligned
High ratings
Great culture fit
Referred to me
Company values aligned
2-5 Employees
Confidential
Still ongoing. Incredibly positive so far.
Absolutely. We couldn't be happier with the management of the project and keeping it on track from their end.
Virtual Meeting
They are passionate, organised, and always willing to offer new ideas - whilst thinking of the fundamental elements which need to be addressed.
None so far.
Clutch
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
API Development, Custom Software Development
Confidential
Jan. 2020 - Jan. 2024
Reviewer
CEO, Software Company
Software
1-10 Employees
London, United Kingdom
Online Feedback
“Software Development for Software Company”
Feedback Summary02 June 2024
Softude Infotech Pvt Ltd helped the client boost forecasting accuracy and increase customer revenue. The team made an effort to understand the client's problems and needs. They also impressed the client with their attention to detail, work quality, and effective communication via online meetings.
Project Summary
Softude Infotech Pvt Ltd assisted a software company in developing a time series forecasting system for hotel bookings. The team developed an API-ready code that the client could deploy to end customers.
The Feedback
I am the CEO of Hotel Cloud
The AI Hotel revenue and marketing optimization platform
Increased forecasting accuracy
Increased revenue opportunity for customers
High ratings
Great culture fit
Good value for cost
Company values aligned
Clutch Site
High ratings
Great culture fit
Good value for cost
Company values aligned
High ratings
Great culture fit
Good value for cost
Company values aligned
2-5 Employees
We required a time series forecasting system for hotel bookings. The deliverables were API ready code, that we can deploy to our customers
Increased forecasting accuracy and uplift in customer revenue
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.
Virtual Meeting
Communication, quality of work. Working as an extension of our team, and really trying to understand our business problem and need
Clutch
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
AI Development
$50,000 to $199,999
Apr. 2022 - Apr. 2023
Reviewer
CEO & CTO, DL Analytics
Medical
1-10 Employees
Tel Aviv, Israel
Online Feedback
“AI Dev for MedicalTech Company”
Feedback Summary14 March 2024
NILG.AI went above and beyond to deliver the tasks and meet the agreed-upon deadlines. The team demonstrated a remarkable independent approach, requiring little to no guidance from the client. Ultimately, the latter was pleased with the engagement.
Project Summary
A medicaltech company hired NILG.AI to develop an AI tool for assessing image quality defects and providing live feedback. NILG.AI also created a diagnostic AI test that ran on neural network architectures.
The Feedback
I am the CEO and CTO of DL Analytics
We develop AI diagnostics that run on a phone for cervical cancer screening
Build an AI tool that assesses image quality defects and provide live feedback to user
Build a diagnostic test that meets tight predefined specs
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
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.
Knew them from previous work together
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
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.
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
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.
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.
2-5 Employees
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.
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.
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.
ROC curves for different parameters being detected
runtime on different phone models
ROC (AUC and shape)
NPV
PR AUC
Dice score
Developing image quality assessment tool:
ROC curves for different parameters being detected
runtime on different phone models
ROC (AUC and shape)
NPV
PR AUC
Dice score
Comparing neural network architectures:
ROC (AUC and shape)
NPV
PR AUC
Dice score
They were great. Worked hard to get things done in time. Didn't ask me to help too much and were independent
Virtual Meeting
How little I had to onboard them
No
Clutch
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
AI Consulting, AI Development
Confidential
Jan. 2022 - May 2023
Reviewer
CEO, Financial Services Company
Financial services
201-500 Employees
Venezuela
Online Feedback
“AI Consulting & Development for Financial Services Company”
Feedback Summary08 March 2024
NILG.AI’s solutions have had a positive impact on the client's non-performing loans. The team was highly responsive, and internal stakeholders were particularly impressed with the service provider's technological prowess and AI expertise.
Project Summary
NILG.AI provided AI consulting and development services for a financial services company, with the task of building a social economic score.
The Feedback
I am the CEO of a financial services company
The company is relaunching consumer credit and is Venezuelas most downloaded APP.
Build a Social Economic Score
High ratings
Great culture fit
Good value for cost
Referral
High ratings
Great culture fit
Good value for cost
High ratings
Great culture fit
Good value for cost
2-5 Employees
Build a social economic score to map Venezuela and incorporate it effectively to our underwriting model
Virtual Meeting
Email or Messaging App
Impact on non performing loans.
Virtual Meeting
Email or Messaging App
Virtual Meeting
Email or Messaging App
Nilg.ai showcased excellent project management skills, consistently delivering items on time. They were highly responsive to our needs, swiftly addressing any challenges or adjustments required. Overall, their efficiency and adaptability greatly contributed to the project's success.
Virtual Meeting
Email or Messaging App
Virtual Meeting
Email or Messaging App
One of the most impressive aspects of this company was their ability to seamlessly integrate cutting-edge AI technology with a deep understanding of our specific needs. Their tailored solutions demonstrated a unique blend of innovation and practicality, ultimately delivering exceptional results.
One area where NILG.AI could potentially enhance their services is by refining their documentation and reporting procedures. By providing more detailed documentation and regular progress updates, they could improve transparency and ensure better understanding of project milestones for their clients.
Additionally, implementing stronger quality assurance measures could further enhance the reliability and accuracy of their AI solutions. These adjustments could contribute to even greater client satisfaction and service quality.
Clutch
Laurent BMarch 2024
5.0
Very knowledgable, and a friendly team to work with. Paulo and Kelwin were very helpful throughout our AI project.
0
Google
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
AI Consulting, AI Development
Confidential
Nov. 2022 - Jan. 2024
Reviewer
CEO, ProprHome
Real estate
1-10 Employees
Lisbon, Portugal
Online Feedback
“Data Science Stack Development for Property Marketplace”
Feedback Summary12 January 2024
NILG.AI successfully deployed a functional platform with the required features. The team delivered ahead of schedule and was always available to solve any arousing problems. They communicated effectively by keeping the client informed about the project's progress and involved in key decisions.
Project Summary
NILG.AI developed a data science stack for a property marketplace. The team built and deployed the marketplace search engine code, community and property analytics, and an OCR parsing system.
The Feedback
I am the CEO of ProprHome
We are a property marketplace developed on XRP Ledger to drive greater search and discovery transparency
To build and deploy our complete data science stack
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
Online Search
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
2-5 Employees
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
In-Person Meeting
Virtual Meeting
Email or Messaging App
Functioning platform features which was achieved ahead of time
In-Person Meeting
Virtual Meeting
Email or Messaging App
In-Person Meeting
Virtual Meeting
Email or Messaging App
They delivered on time and were always present for updates and problem-solving without drama or delay
In-Person Meeting
Virtual Meeting
Email or Messaging App
In-Person Meeting
Virtual Meeting
Email or Messaging App
Communication was everything. They kept us informed of progress, involved in key decisions and were fast to tell us when something wasn't possible
“Data Science Stack Development for Property Marketplace”
Feedback Summary12 January 2024
NILG.AI successfully deployed a functional platform with the required features. The team delivered ahead of schedule and was always available to solve any arousing problems. They communicated effectively by keeping the client informed about the project's progress and involved in key decisions.
Project Summary
NILG.AI developed a data science stack for a property marketplace. The team built and deployed the marketplace search engine code, community and property analytics, and an OCR parsing system.
The Feedback
I am the CEO of ProprHome
We are a property marketplace developed on XRP Ledger to drive greater search and discovery transparency
To build and deploy our complete data science stack
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
Online Search
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
High ratings
Pricing fit our budget
Great culture fit
Company values aligned
2-5 Employees
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
In-Person Meeting
Virtual Meeting
Email or Messaging App
Functioning platform features which was achieved ahead of time
In-Person Meeting
Virtual Meeting
Email or Messaging App
In-Person Meeting
Virtual Meeting
Email or Messaging App
They delivered on time and were always present for updates and problem-solving without drama or delay
In-Person Meeting
Virtual Meeting
Email or Messaging App
In-Person Meeting
Virtual Meeting
Email or Messaging App
Communication was everything. They kept us informed of progress, involved in key decisions and were fast to tell us when something wasn't possible
No, not at all. Great experience
Clutch
Tom PoolSeptember 2023
5.0
0
Google
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
BI & Big Data Consulting & SI, Other IT Consulting and SI
Less than $10,000
Sep. 2020 - Ongoing
Reviewer
CTO, Pentadata
Financial services
1-10 Employees
San Francisco, California
Phone Review
“Machine Learning Consulting & Dev Fintech Startup”
Feedback Summary03 February 2021
The partner is happy with the deliverables and ongoing engagement. NILG.AI provides good feedback to their internal team members and produced a high-quality product. Their expertise in machine learning stands apart from their competitors. Working in an agile methodology is a hallmark of their work.
Project Summary
NILG.AI provides machine learning consulting and development services for a fintech startup. They're using Python and Bash to develop algorithms as well as handling the deployment of the product.
The Feedback
I’m the CTO of Pentadata. We’re a startup platform for financial data processing.
We were in need of developing algorithms based on machine learning. We hired them as developers.
NILG.AI used Python and some Bash to develop the algorithms. They also handled the deployment of the algorithms.
I work with Kelwin (CEO) and Paulo (Data Scientist).
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.
We’ve invested a few thousand dollars.
Our ongoing engagement started in September 2020. We released the product in January 2021, but the collaboration has not ended.
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.
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.
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.
No, I can’t think of anything.
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.
Clutch
5.0
Quality:
5.0
Planning:
5.0
Costs:
5.0
Recommendation:
5.0
BI & Big Data Consulting & SI, Other IT Consulting and SI
Less than $10,000
Sep. 2020 - Ongoing
Reviewer
CTO, Pentadata
Financial services
1-10 Employees
San Francisco, California
Phone Review
“Machine Learning Consulting & Dev Fintech Startup”
Feedback Summary03 February 2021
The partner is happy with the deliverables and ongoing engagement. NILG.AI provides good feedback to their internal team members and produced a high-quality product. Their expertise in machine learning stands apart from their competitors. Working in an agile methodology is a hallmark of their work.
Project Summary
NILG.AI provides machine learning consulting and development services for a fintech startup. They're using Python and Bash to develop algorithms as well as handling the deployment of the product.
The Feedback
I’m the CTO of Pentadata. We’re a startup platform for financial data processing.
We were in need of developing algorithms based on machine learning. We hired them as developers.
NILG.AI used Python and some Bash to develop the algorithms. They also handled the deployment of the algorithms.
I work with Kelwin (CEO) and Paulo (Data Scientist).
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.
We’ve invested a few thousand dollars.
Our ongoing engagement started in September 2020. We released the product in January 2021, but the collaboration has not ended.
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.
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.
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.
No, I can’t think of anything.
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.