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Comprehensive services offered by our data scientists
Our team of data scientists analyzes your current data architecture, sources, and lakes to propose specific data strategies for your business. They assist you in identifying potential gaps, discovering integration opportunities, implementing best practices for data pipeline building, and gaining valuable insights that will maximize your ROI.
Our data scientists are experienced in collecting and consolidating any type and amount of data from diverse sources. This includes APIs, IoT sensors, web scraping, internal systems, and more. Using tools like Scrapy, automated ETL pipelines, and techniques like feature engineering and data normalization they ensure data accuracy and completeness.
Hire a data scientist who can cleanse, transform, and format raw data into structured and usable formats. Our team of experienced professionals will help you perform data quality assessments to eradicate all the anomalies in your data. All this is performed using techniques like outlier detection, handling missing values, etc. We also help you normalize data using tools like Pandas, OpenRefine, etc.
Data scientists from Daffodil Software can help you build precise data models with techniques like regression analysis, clustering, and classification. We utilize different libraries available to design models that are conceptual, logical, and physical.
Our team of top data scientists can help you design and implement centralized data warehouses that not only seamlessly integrate with your systems but are also scalable. Our data scientists will create different layers to set up your data warehouse infrastructure be it on the cloud or on-premise. We ensure optimal storage, faster query processing, and easy accessibility to analytics.
Hire top data scientists who can help you transform your raw data into compelling visual stories with different dashboards and reports. All are built using tools like Tableau, Power BI, Matplotlib, and more. Our visualization experts uncover patterns and simplify complex metrics that will make it very convenient for you to interact with your data. Easily derive insights that can help you make informed decisions quickly.
With the help of our highly skilled data scientists prepare high-quality data sets for your AI models that too with proper labeling, augmentation, and preprocessing. By utilizing TensorFlow Datasets, Labelbox, and synthetic data generation tools we train models to perform at their peak accuracy.
Our data scientists are experts in building and deploying robust ML models that address real-world problems. They can perfectly build classification, clustering, forecasting machine learning models, and natural language processing models. All these models can easily learn, grow, adapt, and develop on their own.
After the successful deployment of ML models, our scientists will regularly test, validate, and optimize the models. With techniques like cross-validation, ROC curve, confusion matrix, A/B testing, etc. we help you ensure optimal performance across diverse environments. It also involves identifying the underperforming subsegments and evaluating every valuable metric.
With our best data scientists build statistical models that can analyze vast data sets and offer detailed insight interpretation. We use techniques like hypothesis testing, Bayesian analysis, and time-series forecasting to solve your most complex problems. The models are capable of identifying relationships between variables, foresee patterns or trends in data, and predict.
Data scientists from Daffodil Software are also well-versed in designing and deploying automated data workflows. These workflows can streamline collection, transformation, and storage processes. By using tools such as Apache airflow, Prefect, and Talend we help you ensure seamless data integration, reduce manual intervention, and boost efficiency.
Our success stories
Daffodil helps an urban planning firm to leverage AI and detect green space from geo-spatial data.
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Developing an AI-based recommendation engine for India’s largest automobile manufacturer
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Developing an AI-powered telehealth application for a US-based health tech firm
Read More >Key skills of our expert data scientists
Our data engineers hold expertise in Python, R, SQL, Java, etc. which helps ensure you are provided with robust data manipulation, modeling, and algorithm implementation.
All our data scientists are skilled in building, training, and deploying machine learning models. It includes supervised, unsupervised, reinforcement learning, etc.
Our team possesses a deep knowledge of various statistical techniques such as hypothesis testing, regression analysis, bayesian inference, and more that help in deriving actionable insights.
Hire data scientists from Daffodil who are proficient in handling massive datasets using tools like Hadoop, Spark, and cloud platforms such as AWS, Azure, and Google Cloud.
The team is an expert in creating insightful dashboards and reports using Tableau, Power BI, Matplotlib, etc. to present complex data clearly.
We have a team of top data scientists who are competent in SQL databases and modern data warehousing solutions like Snowflake and BigQuery for structured data storage and optimization.
Our team holds both deep technical expertise and industry knowledge to provide you with tailored solutions as per your sector like healthcare, retail, finance, etc.
Data scientists at Daffodil possess a strong ability to approach complex problems methodically. They leverage their analytical skills and innovative solutions to meet your business objectives.
We ensure that there is a clear and concise communication of data-driven insights. All the data scientists are trained to collaborate with cross-functional teams to align with processes and goals.
Methods used by our dedicated data scientists to solve complex problems
We have a dedicated team of data engineers who are equipped to build powerful machine-learning algorithms like decision trees, random forests, support vector machines, etc. They are also skilled in using gradient-boosting methods like XGBoost. Further, they fine-tune the algorithms for various tasks including predictive analytics, anomaly detection, and trend forecasting.
Harness the power of deep neural networks by hiring our experienced data scientists. They support you in resolving complicated matters related to unstructured data like images, audio, and text. Our professionals design convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers that can help you attain critical information and support diverse use cases.
Our scientists implement several supervised learning techniques that include regression, classification, and time-series analysis To chart your input data with particular outcomes. We utilize tools like Jupyter Notebooks, TensorFlow, and Scikit-learn to optimize your model accuracy for tasks like churn prediction, fraud detection, and personalized recommendations.
Our scientists are also efficient in dealing with unstructured or unlabeled data. They use techniques like clustering, dimensionality reduction, association rules mining, and more. Further, with the help of algorithms such as k-means, DBSCAN, and PCA they assist in discovering patterns and relationships in unlabeled data and draw meaningful conclusions.
The team at Daffodil utilizes pre-trained models like BERT, ResNet, GPT, etc. for similar tasks like sentiment analysis, image recognition, and text summarization. Our scientists design and craft datasets for fine-tuning the model that helps reduce training time, improve model accuracy, and enable you to solve domain-specific problems.
We help you design systems that are capable of adaptive decision-making, systems that can learn and optimize their performance through interaction with their environment by using reinforcement learning methods. By leveraging advanced techniques such as Q-learning and policy gradients, along with robust libraries like OpenAI Gym and Stable-Baselines, we train agents using Markov Decision Processes.
Process and analyze textual data using advanced natural language processing techniques that include tokenization, lemmatization, stemming, and named entity recognition (NER) with the help of our data scientists. They utilize powerful toolkits consisting of SpaCy, NLTK, and Hugging Face Transformers to develop systems like chatbot, sentiment analysis engine, automated text summarization solution, and more.
We help you tap into the capabilities of computer vision to interpret and analyze digital images and videos through advanced techniques like feature extraction and image processing. Hire the best data scientists who utilize robust libraries like OpenCV and TensorFlow to develop high-accuracy systems for object detection, image segmentation, and video analysis.
AI models that our data scientists are highly skilled in
Custom engagement models to hire data scientists
This model provides you with a team of skilled software developers who focus exclusively on your project. They’ll ensure deep understanding and consistent quality. This is ideal for long-term projects with evolving requirements as it offers scalability, cost efficiency, and faster time to market.
T&M offers flexibility and transparency as it allows you to pay for the actual time and resources spent on your project. It’s a quick and cost-effective model that fills the talent gap you’re struggling with in your in-house teams. This is perfect for long-term projects with Progressive specifications as it provides adaptability. It can perfectly accommodate variable workloads.
Ideal for projects where project scope, timelines, and costs are clearly defined. It mitigates the risk of budget overruns. Best suited for small to medium projects that have clear objectives. It allows clients to focus on outcomes rather than micromanaging the development process.
Why Daffodil Software
Recognized excellence, proven customer satisfaction
Categorized as an aspirant in global PEAK Matrix assessment
Recommended vendor for custom software development services
Mentioned as a company to watch in the AI space
Categorized as a leader in digital engineering services
20+
years of software engineering excellence
150+
global clientele
4.8
Avg CSAT score
95%
customer retention rate
