Four pillars of our Data Science offering
We offer Data Science consulting that is backed with domain knowledge and combines the best in technology. Our data science solution and methodology are crafted to meet your specific requirements, transforming workflows, automating processes, and enabling you to apply the data in a prescriptive or predictive manner. We help top companies build and deploy custom end-to-end Data Science solutions to make things easier, faster, and more efficient.
Our Work Process
We are led by a team of adept data scientists, who have an excellent track record of generating Return of Investment for our clients. As a leading technology consulting firm, we prefer to implement an in-depth research and development approach to finalize the best outcome for each problem and accomplish the client’s vision at the highest level. We analyze each data source, facts, figures, and engineering solution to deliver valuable, automated, and predictive insights to our treasured clients.
Our consulting process is simple for our customers, starting with understanding the problem at hand, getting the stakeholders together, assessing the data, running it through data modelling, and providing insights to the customers.
We offer end-to-end data science services to help you get value out of your data. Just share your data and we will handhold you to decipher it.
Appropriate scope identification, feasibility assessment
Enriching the data preparation processes by missing value replacement, outlier analysis
Generating, testing, and refining model-based data on the validity of the output
Migration of algorithms, models from one platform to the other, e.g., SAS to R
Know how we successfully delivered Data Science solutions to our clients.
A subscription box based eCommerce platform that ships organically-grown succulents from a SoCal nursery to any address in the United States was looking to optimize their shipping process to be inline with daily weather forecasts so as to schedule the deliveries at the best port and at the best time of the day. The company ships 100K+ of succulents each week, to every state, all year long. Mindbowser helped the company to build a program that optimized its logistics operation and brought efficiency to its operations using data points.
SUCCESS STORY – PROOFPILOT
ProofPilot is an American internet company with offices in New York City that maintains a research platform allowing users to design, manage, launch and participate in research studies. The software as a service product is described as a DIY (do it yourself) platform to run research studies like clinical trials, randomized controlled trials, and longitudinal outcome studies. Mindbowser set up the product development team for ProofPilot.
Explore Our Capabilities
Our team will help you understand use cases in your process where we can assist you with data backed insights to boost your bottom line. We offer customized solutions that can work with your proprietary data and integrate it into your workflow.
- Structured & Unstructured
- Distributed File System
- RDBMS & Big Data
- Emails, Websites & Web APIs
- Flat file (text, CSV, JSON, logs)
- Data Cleansing and Profiling
- Normalization, Text Mining
- Data Transformation
- Data Extractor
- Load Data to Data Warehouse
- Principal Component Analysis
- Locality Sensitive Hashing
- Singular Value Decomposition
- Vectorization, Indexer
- Text Transformation (word2vect)
- Feature Scaling
Optimization & Evaluation
- Gradient Descent, SGD
- Hyperparameter Tuning
- Ensemble & Boosting
- Log-loss, F-measure, Precision-Recall
- RSS, RSME, MSE
- Regression Algorithms
- Classification Algorithms
- Support Vector Machine (SVM)
- KD-Tree, Decision tree
- K Nearest Neighbors (KNN)
- K-means, Latent Dirichlet Allocation
- Model Deployment
- Model Pipeline
- Model Serving
- Managed Deployment
- Monitoring and Evaluation