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Our inspiring articles about interesting IT topics
CareerCareer
At Citrusbug Technolabs, the world’s most talented engineers, designers, and thought leaders are shaping the future of online publishing.
About UsAbout Us
More than just creating beautiful designs and unique platforms, we aspire to innovate technological solutions that transform industries.
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Trusted By
Accredited By
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4.9
Got 4.9 Stars by Recognized as "Top Custom Software Development" by Clutch.
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Got "Top Rated" Badge with 100% of Job Success on Upwork.
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5.0
Got 5.0 Stars as "Top Custom Software Development" by GoodFirms.
AI Software Development Solutions
We welcome opportunities to work alongside different teams over projects of
any complexity. By working together, we will develop new systems, solutions, and products to separate
you from your competition.
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AI product developmentWith custom AI software development services, we build digital products that encompass AI and ML. Whether your platform needs generative AI, GPT integration, or NLP, we will help.
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AI SaaS product developmentIf you have your own SaaS products or are building one, you might consider AI integration to keep up with user expectations. We can help with your AI SaaS product development.
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AI assistants & chatbotsWe can help you build AI virtual assistants and bots to assist your end users at every touchpoint of your enterprise AI software solution from sales to support.
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Generative AI productsWe have an exceptional grip over Generative AI developments that encompasses our experience with different GPTs and can generate text, images, or media.
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PoC and MVP DevelopmentThe first phase to innovation always starts with the initial validation and the proof of concept. We can help build a minimum viable product for your AI product or solution.
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AI/ML Strategy ConsultingIt can be tricky to define your AI development roadmap without prior experience and an expert on your side. Consult with us to prepare an AI/ML roadmap for your product.
Our Approach to developing AI Software Development Solutions
Take a look at examples of our work and learn how our clients from
different industries have benefited from our services.
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Feasibility Study
With AI/ML developments, it is vital to first define the direction to move forward. With our expertise, we can understand your goals and start with the feasibility study to ensure we are on the right path. -
Data Preprocessing
We can help ensure your AI application is built upon quality data for your ML model to train and process upon. Our data preprocessing and filtering expertise ensures that your ML model avoids inaccuracies and ambiguities. -
Model Selection and Training
Having experience with different ML models & selecting a suitable one for your product is vital. From Neural Network Models to Statistical Models, we feed the models and train them perfectly for your applications. -
AI Integration
Our expertise on end application development complements our AI/ML application development as we can also integrate such AI solutions and abilities to any client’s existing software platform.
Why Citrusbug Technolabs?
01
Research & development expertise
With AI, the ability to research, explore, and validate becomes critical if you are working on an innovative state-of-the-art solution. We are not limited to the resources and past experience, we are courageous and strategic about AI innovations
02
Custom-tailored AI solutions
No one size fits all and we understand that. We respect your unique aspirations and aims with AI product developments and our developers can articulate your ideas in pixel-perfect user experience through AI software development services.
03
Agile & iterative development
Building AI software development requires a mix of perfection and agility, we can strike the balance there. We have the ability for rapid prototyping with quicker turnaround and we can finetune those prototypes iteratively till we build the AI platform you need.
04
100% ownership & confidentiality
From physical securities to agreements with our engineers, we ensure to protect the hard-earned deliverables of our clients. All your AI ideas, designs, and the final software will be owned by the client, down-to-the last line of the code.
05
Hire AI software development engineers
Already have a software engineering team? Just looking for some expert-level AI engineer to assist your team? We have got you covered. We are fluent with 100% full-time resource augmentation so that you can take care of your AI bit without an inhouse team.
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Generative AI
Generative AI is among the frontrunners of the AI developments, we have a good expertise on the same and can help integrate necessary GPT solutions and LLM that can serve your AI product development use case.
Technologies We have Expertise In
ML Frameworks
- TensorFlow
- PyTorch
- Scikit-learn
- Keras
- MXNet
Data Processing
- Pandas
- Numpy
- Apache
- Spark
Model Deployment
- AWS SageMaker
- Google Cloud AI Platform
- Azure Machine Learning
Automated ML
- Google Auto ML
- Azure Auto ML
NLP
- Natural Language Toolkit
- spaCy
- BERT
- GPT
- OpenAI Module Fine Tuning
Our Clients
The Project Development for Youth Fitness Company
- Development
- $50,000 to $199,999
- Sep. 2017 - Ongoing
THE REVIEW “They understand that the goal is always to have a product that I am happy with in the end.”
AUG 10, 2020
Project summary:
Citrusbug Technolabs provides web and mobile app development for a children’s sports class provider. Their team works in Laravel to create all designs and code for the app’s coach and class management features.
Feedback summary:
The development work produced by Citrusbug Technolabs has been well received by the client’s third-party customers and is continuing to be upgraded by the developers. Their team is creative, knowledgeable, and flexible to any changes in the goals or specifications that come up throughout the work.
THE REVIEWER CEO, Lionheart Fitness Kids Inc. 
John Skoryna
- Health, Wellness & Fitness
- 1-10 Employees
- Marina Del Rey, California
- Phone Interview
- Verified
The Project Mobile & Web Dev for Security System SaaS Solution
- Web Development, Mobile App Development
- $50,000 to $199,999
- Jan. 2017 - Ongoing
THE REVIEW "They have been the best team I have worked with so far."
AUG 10, 2020
Project summary:
Citrusbug Technolabs provides SaaS-based web and mobile app development for a cybersecurity product. The solution offers users a seamless experience, making additional features accessible on the go.
Feedback summary:
By outsourcing the work to Citrusbug Technolabs, the company saved 30% more on development costs while maintaining quality. This translates to improved profits. Citrusbug Technolabs is a communicative, reliable team that's ready to tackle any urgent situation.
THE REVIEWER CTO, Simple Help Pty Ltd 
Pascal Hartmann
- Health, Wellness & Fitness
- 1-10 Employees
- Marina Del Rey, California
- Phone Interview
- Verified
The Project Web Design & API Integration for Discount Ticket Seller
- Web Development
- $10,000 to $49,999
- Feb. 2019 - Jan. 2020
THE REVIEW "They communicated with ease and picked up on targets of the job quickly."
JUL 08, 2020
Project summary:
Citrusbug Technolabs designed a new website with API integration. They developed a backend plan and made suggestions on how to build a frontend.
Feedback summary:
Citrusbug Technolabs received a lot of positive feedback on their work and it has contributed to an increase in conversions. The project management was streamlined to one team member and they were always available.
THE REVIEWER CEO, Discount Theatre Ticket Seller 
Will Howard
- Hospitality & Leisure
- 11-50 Employees
- London, England
- Phone Interview
- Verified
The Project Native Mobile App Dev for Local Business Platform Startup
- Mobile App Development
- $10,000 to $49,999
- June 2019 - Ongoing
THE REVIEW “I appreciate them being committed to responding to our problems whenever we call upon them.”
JUL 08, 2020
Project summary:
Citrusbug Technolabs developed a native mobile app, working with an existing backend structure to implement the API and construct the frontend. They continue to maintain this app for their client.
Feedback summary:
The firm’s design skills and ability to meet deadlines impressed the customer, as well as the demonstrated responsiveness outside of normal working hours. The code they wrote was sound and required little debugging. Tracking the project’s progress proved easy due to the use of Asana and Skype.
THE REVIEWER Co-Founder & CEO, Gochiso 
Philip Nguyen
- Internet
- 1-10 Employees
- Osaka, Japan
- Phone Interview
- Verified
The Project Staff Augmentation for Singaporean Development Company
- Mobile App Development
- $10,000 to $49,999
- Dec. 2019 - Ongoing
THE REVIEW "I do believe they are exceptional at where they stand."
JUN 17, 2020
Project summary:
Citrusbug Technolabs took on a mobile app development project for a Singapore-based development house. They were provided with UX designs to execute. Currently, they're finalizing and fine-tuning the product.
Feedback summary:
Citrusbug Technolabs contributed to the successful launch of the product, which has garnered over 10,000 users in just three months. The product has also received support from investors. They consistently followed-up with their progress and delivered at a speedy rate. The team is truly stellar.
THE REVIEWER Director, Techzu Ichicode 
Wayne Neo
- IT Services
- 1-10 Employees
- Singapore
- Phone Interview
- Verified
The Project Engineering Management App Dev for Client of Marketer
- Mobile App Development
- $10,000 to $49,999
- Apr. 2019 - Dec. 2019
THE REVIEW "The project's client is very, very happy, working on the app daily."
JUN 16, 2020
Project summary:
An agency hired Citrusbug Technolabs to build an app from scratch that manages data with interactive text, images, and calculations. The app works offline, is accessible, manages multiple users, and more.
Feedback summary:
The client is very happy with the results dramatically improving their workflow. The team at Citrusbug Technolabs had a solution for everything and went above and beyond to give the best results.
THE REVIEWER CEO, Barnak 
Ari Zack
- Marketing & Advertising
- 1-10 Employees
- israel
- Phone Interview
- Verified
The Project Multiple Web Dev Project for Online Safety Company
- Mobile App Development
- $10,000 to $49,999
- Apr. 2020 - Ongoing
THE REVIEW "The most impressive thing about this company is their desire to make our project as we envisioned it."
JUN 10, 2020
Project summary:
Citrusbug Technolabs is developing two websites with supporting mobile apps for an online safety and validation company. One of the sites is for minors and the other site is for adults.
Feedback summary:
Citrusbug Technolabs' work is nearing completion. The team has a smooth workflow and is talented in terms of accurately bringing the client's vision to reality. They're accommodating and willing to make any changes when requested.
THE REVIEWER CEO, MySafetyNet LLC 
Tom Kopec
- Safety
- 1-10 Employees
- Alexandria, Virginia
- Phone Interview
- Verified
FAQs
Traditional software development, in general, is much more predictable in terms of development activities, turnaround time, and the approach. However, AI software development requires research & development abilities which takes experience, innovation, and agility.
There are several programming languages for AI software development, depending upon project goals, end applications, computation needs, and data analysis that is required. Without a grip on Python, we leverage an ecosystem of libraries for AI tasks like TensorFlow, PyTorch, and Scikit-learn.
We leverage different Machine Learning and Deep Learning models for AI software developments. We are experienced with models that fall under Linear Regression, Logistic Regression, Decision Trees. Support Vector Machines (SVMs), Random Forests, Convolutional Neural Networks (CNNs, Recurrent Neural Networks (RNNs), and Generative Adversarial Networks (GANs).
The growing traction for AI software developments is allowing businesses to upgrade themselves ahead of the competition to get some competitive advantage and stay ahead of the curve as an early adopter of the industry.