Data Science

Leverage the most effective data science techniques to drive strategic business decisions

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Barclays Custom Software Development Company
Nokia's Custom app development company
ABB Salesforce Development Company
Groupon Web App Development
NBC Universal Development

SERVICES

Transform your business with Data Science solutions

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Data Extraction & Transformation

  1. Structured and Unstructured
  2. RDBMS & Big Data
  3. Distributed File System (HDFS)
  4. Data Profiling
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Feature Engineering

  1. Locality Sensitive Hashing (LSH)
  2. Principal Component Analysis (PCA)
  3. Singular Value Decomposition (SVD)
  4. Text Transformation (word2vect, TF-IDF)
  5. Vectorization, Indexer
  6. Feature Scaling
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Optimization

  1. Hyper parameter Tuning
  2. Gradient Descent, SGD
  3. Ensemble & Boosting
  4. Log-loss, F-measure, Precision-Recall
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Machine Learning

  1. Regression
  2. Classification
  3. Clustering
  4. KD-Tree, Decision tree, Random Forest K Nearest Neighbors (KNN)
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Deployment

  1. Model Deployment
  2. Model Serving
  3. Model Pipeline
  4. Managed Deployment

OUR PROCESS

From careful project analysis and ideation stage upto feature delivery, we will help you every step of the way.

Analysis Scoping
Analysis Scoping

Analysis Scoping

First, we understand your business problem and once we ascertain there is a fit for Machine Learning, we work in collaboration to chalk out a pathway, and list down the requirements.

Geo Tracking
Geo Tracking

Design & Architecture

Machine Learning solutions are based on data. If you have data needed to train the models, we will perform a primary analysis phase to find trends and correlations.

Geo Tracking
Geo Tracking

Model Development

We run hundreds of experiments in parallel to developing a machine learning model. A model is the backbone of a machine learning system – trained on past data it can predict the future trends or read the text or images.

Geo Tracking
Geo Tracking

Platform Implementation

We connect the model with a RESTFUL API or a front-end application, developing all necessary features in an intuitive interface for users to access the model.

Areas of Expertise

We can build enterprise data lakes on-premise or on the cloud using a mixture of open-source and vendor data platforms.

  1. BI analytics
  2. Data ecosystem architecture development
  3. Data cleaning processes
  4. Distributed storage

We have expertise in the area of human-computer interaction and can deliver solutions that derive semantic information from human speech and language.

  1. Semantic Analysis
  2. Voice UI
  3. Spam Filtering
  4. Text Classification

Our experts can replace human vision with computer vision by developing image processing and ML algorithms.

  1. Face recognition
  2. Biometric identification
  3. Visual identity


Our Technology Expertise

We use the best technologies available on the market, and we are constantly adding new ones

Platform:
  • Spark
  • Hadoop
Languages:
  • python
  • R
Frameworks:
  • tensorflow
  • Pytorch
  • mxnet
  • spark
  • learn
Tools:
  • tableau
  • rstudio
  • qlik
  • chartio
  • looker
SaaS:
  • google
  • amazon
  • azure

Our Portfolio

Helping businesses unlock their true potential

About Us

Tkxel in a Nutshell

experience

10 Years of Experience

We’ve evolved over a period of 10 years acquiring skills and expertise by designing, developing and deploying solutions for the world’s leading companies.

talent

We Hire The Top 1% Talent

With a workforce of 180+ engineers who are experts in the latest programming languages, we have what it takes to transform your business.

team

A Team of Innovators

We are more than just consultants. We put our clients at the heart of what we do – left, right & center to add real value to their business.

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Contact Us

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