Bachelor/Master degree

NLP projects using deep learning algorithms in Keras:
- Sentiment Analysis, Named Entity Recognition, Recommendation System, Conversational Engine (Dialogflow, Python, NodeJS)

Data Scientist

Cloud Recruitment Engine:
1. Established a cloud recruitment system with pipelines for candidate data acquisition and intelligence for candidate discovery
2. Introduced a novel concept of "Hierarchical Multi-model Classification System" for the hierarchical study of an organization and its employees.

Palm Tree Detection and georeferencing (High-resolution satellite data):
Designed a 2-step process for tree detection -
1. Deep learning based image segmentation (UNet architecture)
2. Computer vision based object fitting for individual tree estimation

AI Consultant

UAV/Drone applications:
  - GPS Tracking and Speed Measurement (Real-Time), Georeferencing UAV Imagery (Real-Time)
Satellite Data applications:
  - Building Detection, remote sensing index analysis in large areas

Chief Data Scientist

Senior Data Scientist

NLU engine design:
1. Introduced a novel concept of an "Intent Decision Tree" for accurate intent classification and entity extraction.
2. Automated training process and updation of the models.

VOIP Management (Nexmo, NodeJS):
- Set up a pipeline to receive calls, manage multiple calls and transcribe calls in real-time using Nexmo programmable voice features and Google speech-to-text engine.

Voice Scientist

- LLM-based Multi-Modal Intelligent Chat / Voice bot with text, image and voice support
- Satellite Intelligence - building data acquisition pipeline, deep learning based solutions for crop acreage estimation for Indian Geography
- Disease Detection using camera images, Chatbot for Farmers
- ML Ops, AWS Sagemaker, CI CD, Python, Tensorflow, PyTorch, Computer Vision, NLP

Principal Data Scientist

Data Engineer

Google Lunar X prize competition 2015:
- Worked on a set of Microsoft webcams to obtain depth information from stereo images and find path for automatic navigation of a landrover.

Computer Vision Engineer

Co-founder and CTO

Co-founder & CTO, RapidCue — AI sales CRM that coaches reps on live calls. Shipping in the Philippines, India next.

github

Know about Ronit Ranjan's work experience, education, and much more. Ronit Ranjan