Subham Mahanta

Areas Subham Mahanta is Knowledgeable in:

Subham Mahanta's Problem Solving Experience:

1. Work flow Automation of of any process using chatbots
2. TEXT SUMMARIZER WITH KERAS
   
   • Scraped 10000+ articles using Selenium for python to create training
   database.
   • Generated pickling of training data to convert it into a raw byte stream.
   • Incorporated a pre-trained Word2Vec matrix to analyze words
   mathematically.
   • Improved system speed by using pre-trained GloVe model instead of
   Word2Vec.
   • Tokenized training data using NLTK.
   • Implemented an encoder – decoder model inspired from sequence to
   sequence model.
   • Integrated KERAS to build RNN-LSTM networks which predict summary.
3. RECOMMENDATION ENGINE
   
   • Built a collaborative filtering based recommendations system for film with K-
   Means-clustering.
   
   • Improved system with Restricted Boltzmann Machine and TensorFlow library.
   • Implemented numpy Pandas to manipulate datasets.
   process time and increasing accuracy.
4. IOT BASED WASTE SEGREGATION AND TRACKING SYSTEM
   • Integrated Arduino Microprocessor with Inductive proximity sensor to identify
   non-metallic objects.
   • Established real-time communication with web browser using ESP8266
   NODEMCU WIFI module.
   •Used DC geared motor over DC motor to achieve higher torque over speed.
5. Built More then 200 chatbots for Major MNC's including Deeplearning and machine learning technologies.