IT Innovation's rich experience in IT consulting over 20 years is now resulting in leveraging new technologies. In rapidly changing business requirements, co-creating AI based solutions along with clients is a key contributor for mutual growth. It is important to analyze the need of implementing new solutions, mapping it with company vision & culture. IT Innovation India plays a crucial role in shaping total solutions with practical know how & technical skills.
Research & Development
One of the key success factors is to conduct technical research. In this world where technology is emerging every day, we cover the latest technology trends using global networks. Depending on client requirements, we carry out research in the specific area & technology. Our research reports give deep insights to clients on global trends as well as clear guidance to the business goal.
PoC
There is big risk as well as huge budget involved while developing a new solution using the latest technologies. Hence it is recommended to conduct a feasibility test in advance to avoid misspend. IT Innovation provides secured labs that enable clients to experiment based on real scenarios & data. Our expert team will support to achieve quick & precise PoC results. These findings will lead to confident decision making.
Annotation
Data often influences results, so data preparation and data accuracy are as important as model building. Internally built annotation platform & tools are developed by talented engineers having knowledge of AI model building. Skills & experience of such resources ensures successful & speedy delivery. ITI offers an annotation service to make sure clients use accurate data for precise results.
Technical Portfolio
Domains
Industrial
Anomaly detection, RUL (Remaining useful life), Predictive maintenance
Retail and E-commerce
Product recommendation, Product clustering and retrieval, Review and opinion management
ADAS
Pedestrian, Vehicle, Signal, Sign, Lane, Detection
Precision farming
Produce grading and Sorting, Yield Prediction, Weed and pest control
Enterprise
Business analysis, Financial intelligence
Analytics
Modeling
Supervised modeling(Classification, Regression), Unsupervised modeling (Clustering)
- Support Vector Machine
- Nalve
Bayes - Linear Regression
- Ensemble Methods
- K-Means & Map Reduce
- Gaussian Mixture
- Hidden Markov Model
- Discriminant Analysis
- Nearest Neighbor
- SVR, RVR,
GPR - Decision
Trees - K Nearest Neighbors
- Latent Dirichlet Allocation
- Neural
Networks
Data Pre Processing
Dimensionality Reduction
- Variable Identifiers
- Unvariate Analytics
Bi-Variate Analytics - Missing Values Treatment
Outlier Treatment
Feature Extractors
- PCA,
K-PCA - Discriminant
Analysis, LDA - Forward Selection
Filters - RIDGE/
LASSO - Neural
Networks - BAckward Elimination
Filters
Data
Repository
Databases (SQL, etc.) Hadoop
File I/O
Text, Spreadsheet, XML
Web Sources
JSON, HTML, Data Feeds
Sensory I/O
Image, Audio, Video
Real Time Sources
Sensors (Industrial, IoT, Mediacal.etc), GPS
Communication
CAN, DDS, OPC
R&D LAB
Our R&D lab is specially designed for experimenting solutions with emerging technologies. We provide infrastructure to match client's requirements related to Research & PoC.
We have a team of experienced data scientists, researchers & AI engineers to support clients while testing the solutions at IT Innovation R&D Lab. We provide scalable & skilled resources to support creating the best technology solution for organizations.
Lab Facilities
Our lab are equipped with following facilities
Multiple access control
Cloud based data secured environment
Full-stack network setup & support
