Hello, I'm a development manager with a Masters's in Artificial Intelligence and Machine learning from IIT Kharagpur. I specialize in wireless communication and marketing technologies and have a high level of expertise in building dashboards, reports, and predictive models, which are designed to ensure that the company is aware of and understands key business metrics and growth points.
I am a storyteller and translates business requirements into data models and also builds end to end ML pipeline and deploying it as an application.
Few of the best projects I built:
*Building recommendation system which recommends based on the captured intent from users.
- Gathering and defining raw features
- Perform feature engineering and develop an ML model
- Strict evaluation of the Developed model and deploy it as an application.
*Developed Retrieval based Question and Answer Chatbot to help users for proper interaction and prevent blockages in the tool flow.
– Organisations face flow blockages when their applications are tightly connected and there are data dependencies, developed a chatbot to address this problem.
– Principle work done in creating structured data, Developed Web Scrappers and parsers.
– Employed NLP techniques to preprocess data and developed methods to find similarities between the input query and existing database to give suggestions to the user.
– Developed a Flask based chatbot for user interaction.
*Language Identification problem for food startup - swiggy
– Project deals with developing a model that helps the system in identifying different languages in the text.
– Developed Conditional Random Field models for identifying different languages, by sourcing different feature vectors analyzed evaluation metrics.
– Major part of the work covered creating a huge corpus of Telugu and English code switched sentences.
– Developed Deep Neural Network Model for translating code switched language to a single language.
My expertise:
The programming language C++, Python, Java, Perl languages Data Structures and Algorithms.
Programming experience in C++, Python, Java, Perl Languages Data Structures and Algorithms.
Python Libraries Tensorflow, Keras, Scikit-Learn, Numpy, Pandas
Python data visualizations libraries Seaborn, Matplotlib, Plotly
Python frameworks Flask, Django
Javascript frameworks React, React-Native, NodeJS, Webix
Standards that you can expect while working with me:
• Punctuality and adherence to deadlines with great results
• Creativity and innovative thinking
• Quick reply to your messages
Feel free to contact me for AI and ML.
I'm looking to assist you to discover new business opportunities based on your data!