FanduTech – Data Science Product Development and Consulting:

Machine Learning, Predictive Analytics, Big Data

About FanduTech

FanduTech builds Machine Learning-based predictive models with incredible accuracy and ingenuity.

FanduTech machine learning technology includes image recognition, deep neural networks, natural voice processing (voice recognition), geospatial technologies, among others.

FanduTech area of speciality include:

  • Data Science
  • Machine Learning
  • Analytics
  • Big Data
  • Security
  • Enterprise Architecture

Our Methods and Technologies

Turning data into valuable insights and business results should be a vital component of every well-run enterprise. To get to the precious insights that huge data hides and churn out business value from it, we apply both proven statistical methods and elaborate machine learning algorithms, including such intricate techniques as deep neural networks.

Methods
  • Descriptive statistics
  • ARIMA
  • Bayesian inference, etc.
  • Supervised learning algorithms, such as
    • Gradient Boosting algorithms (XGBoost, GBM, LightGBM)
    • random forest
    • decision trees
    • linear regression
    • logistic regression
    • SVM
    • KNN
  • Unsupervised learning algorithms,
    • clustering
    • Apriori
    • K-Means
    • PCA
    • hierarchical clustering
  • Convolutional and recurrent neural networks
    • CNN
    • RNN
    • LSTM
    • GRU
    • Attention
    • Conv3D
    • TimeDistributed Layer

Technologies
Python R Java
  • Python
  • R
  • Java
TensorFlow Spark Kafka Hive Pig
  • TensorFlow
  • Apache Spark
  • Apache Kafka
  • Hadoop
  • Hive
  • Pig
Keras Scikit-learn
  • Keras
  • Scikit-learn
Keras MongoDB TimescaleDB Redshift Postgresql Mysql
  • Cassandra
  • MongoDB
  • TimescaleDB
  • Redshift
  • Postgres
  • Mysql
Docker Kubernetes
  • Docker
  • Kubernetes
  • Jenkins
  • Git

About The Team

    Gopal Sharma Gopal Sharma  A hands-on software architect in Enterprise software and Hadoop/Big data analytics with over 23 years of proven experience building innovative solutions to challenging business opportunities. Developed a good combination of domain and technical skill-sets from a diverse professional background, an educational foundation from IIT and several industry-recognized certifications. Proficient at building solutions in JEE, SOA, Message Driven Architecture, Big data/Hadoop, Predictive Analytics, Cloud Computing and Enterprise Application Integration; experienced in security solutions of SSO, trust management, PKI, RBAC as well as databases of Oracle, MySQL, and PostgreSQL. A freelance writer of technical articles in Big Data and Enterprise Tech.

    Connect with me on social media:

    Linkedin twitter

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