Frequently Asked Questions
If you have any more questions please feel free to email us.
About Us
Chi SquareX Technologies is a dynamic tech firm specializing in end-to-end software development. We expertly build Android/iOS apps, design engaging websites, and seamlessly integrate AI/ML models to deliver transformative solutions. Our team of skilled developers, including graduates from top institutions like IITs and NITs, ensures technical excellence. We understand your unique needs, tailoring solutions to achieve your business objectives. With a focus on innovation, we leverage cutting-edge technologies to empower your success. Let Chi SquareX Technologies craft the future of your software. Visit our website to learn more.
Services
Machine Learning Models
We provide comprehensive machine learning model implementation services to help businesses leverage the power of AI. Our services cover the entire ML development cycle, including data preparation, model training, optimization, and deployment. We specialize in developing custom ML models tailored to our clients' specific needs, using popular frameworks like TensorFlow and PyTorch. Our team of experienced ML professionals ensures that the models we develop are accurate, efficient, and scalable.
Natural Language Processing
Our Natural Language Processing (NLP) services include sentiment analysis, explanation regeneration, sentence and word tagging, machine translation, and multi-lingual models. We specialize in static word embeddings and language models such as BERT, RoBERTa, and ELECTRA. Our services help businesses better understand and communicate with their customers, improve operational efficiency, and gain a competitive edge.
Computer Vision Models
We provide comprehensive computer vision services using PyTorch, TensorFlow, and OpenCV. Our services include image classification, image captioning, and video classification models. We ensure accuracy and efficiency by performing feature engineering and data preprocessing techniques like data augmentation, feature extraction, and normalization. Our computer vision services help businesses better understand and analyze visual data for informed decision-making.
Deployement services
Our computer vision models can be deployed using three methods, depending on the client's requirements. The first option is on-premises deployment, which involves installing and operating the model directly on the client's hardware or servers. This approach provides greater control and security over the model and data, but may require additional resources and technical expertise. The second option is cloud deployment, using services such as AWS, Azure, or Google Cloud. This method provides greater scalability, flexibility, and accessibility for the model and data, and eliminates the need for on-premises infrastructure. However, it may require ongoing maintenance and subscription costs.
ML/AI blog writing services
Our ML/AI blog writing services help businesses establish thought leadership in the field of AI and machine learning. We offer high-quality, informative blog content covering topics such as emerging industry trends, best practices for implementing AI, and the latest technological advancements. Our team of experienced writers and data scientists perform in-depth research and work closely with clients to ensure that each piece of content aligns with their brand and message. Contact us to learn more about how our ML/AI blog writing services can help your business succeed.
ML Consultancy services
At Chi SquareX Technologies, we provide ML consultancy services to help businesses navigate the complex field of machine learning and artificial intelligence. Our team of experienced data scientists and machine learning experts works closely with clients to understand their unique challenges and goals and provide customized solutions to meet their needs. Our ML consultancy services cover a wide range of topics, including data analysis and management, algorithm selection and development, model training and optimization, and deployment and monitoring. We also offer guidance on best practices for implementing machine learning in various industries, such as finance, healthcare, and manufacturing.
Providing solutions beyond Intelligence
Projects
- All
- Deep Learning
- Computer Vision
- Natural Language Processing
GAN Art Generator
Our research approach involved utilizing advanced generative modeling techniques, namely WGANs, CGANs, and DCGANs, which leverage the power of an improved Wasserstein metric within a comprehensive AC-GAN framework, resulting in superior performance.
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BERT Finetuning for Medical Dataset
Our approach involved the implementation of pre-training and fine-tuning techniques on BERT, RoBERTa, and GPT2 models, obtained from the HuggingFace library, to achieve precise classification of medical datasets, yielding promising results.
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Interactive Deep Colorization
Our implementation involved using research papers to enable real-time user-guided image colorization on a custom dataset. This was accomplished using learned deep priors, which were trained to produce accurate and efficient colorization results.
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Recommender System
State-of-the-art deep learning models, including RNN, CNN, and LSTM, were employed to create various recommendation systems. The performance of these models was evaluated to ensure that the recommendations made were accurate and effective.
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Feature Extraction and Gem Incorporation
In our research paper, we utilized features extracted from CLIP to differentiate between in-distribution and out-of-distribution classes of the CIFAR dataset. This was achieved by analyzing the features and making a determination based on the results.
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Protein Sequence Prediction
We adopted a rigorous approach to model validation, utilizing a statistical conformal prediction framework to assess the fitness of protein sequences for the generated hidden Markov models. This ensured high levels of accuracy, predictability and reliability, allowing us to achieve optimal results in our study.
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Object Detection
To detect number plates on cars and determine whether drivers were wearing seatbelts, we made use of the YOLO v5 model. To keep track of the count of vehicles, number plates, and seatbelt statuses, we implemented an SQL database. By utilizing these technologies, we were able to successfully monitor and record the necessary information.
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Bank Nifty Analysis
Our approach involved the use of Multimodal techniques for predicting Nifty Sentiments. We leveraged a Contextual Bidirectional Long Short-Term Memory (BiLSTM) model and Regressors such as XGBoost and RandomForest for price prediction. We then combined these models using an ensemble approach to optimize performance.
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Lung Image Segmentation
Autoencoders were utilized to extract features from a Covid-19 dataset, which were then combined with a Graph Convolutional Network and a VGG19-inspired architecture for multiclass classification of a set of images. The combination of these techniques provides a promising approach for medical image analysis in the context of Covid-19.
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What we have achieved so far
200
Happy Clients
300
Projects
5000
Hours Of Support
45
Hard Workers
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What are our skills and qualifications?
All our members are from the Indian Institute of Technology, one of the most premier Engineering Institutes in India so you can expect quality work. We provide services in the domain of Machine Learning, AI, Deep Learning, Natural Language Processing.
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What kind of fees do we charge for our services?
The fees charged depend on the nature and deadlines of the respective project. We provide free appraisals and estimates of the fees charged on the website, in the pricing section.
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What kind of projects do we do?
We work on a variety of sub-domains in AI/ML, including but not limited to Natural Language Processing, Computer Vision, Reinforcement Learning, Generative Models, etc. We work on independent projects as well as research projects. Full details of the projects we have done can be found in the projects section of this website.
Contact
Location:
Bengaluru, Karnataka
Hire Us
chisquarex.client@gmail.com
Join Us
chisquarex.hiring@gmail.com
Whatsapp Only
+91 9019776139