Ravinder Singh Kotwal
@ravindersinghkotwal
Research and Development Engineer at Senseforth.ai
Dehradun, Uttarakhand
I am currently working as a Research and Development Engineer at Senseforth.ai, a subsidiary of Fractal Analytics. With over 2+ years of professional experience, I am skilled in natural language processing (NLP) and deep learning model development. My expertise includes utilizing pre-trained models for text classification, seq2seq generation, and Causal Language Modeling, leveraging tools like PyTorch, SpaCy, NLTK, and HuggingFace.
Experience
Research and Development Engineer
Fractal Analytics
Researching, developing, and implementing cutting-edge models for tasks such as text generation using the latest advancements in deep learning. Developed and deployed GenAI Bot using OpenAI and Langchain. Fine-tuning open source models for specific NLP tasks. Optimizing model inferencing with different quantization and optimization techniques like: bitsandbytes, awq, gptq, gguf. Deploying modules in AWS using docker and in Azure Databricks.
Associate
Fractal Analytics
Worked on creating Speech to Text and Text to Speech modules for a Chatbot. Developed and deployed various NLP applications, including text classification, summarization, translation, text generation and named entity recognition. Creating APIs with FastAPI and deploying projects with Docker.
Data Science Intern
Vevesta Labs
Integrating data with Mixpanel and AWS and analysing it. Worked on VevestaX library.
Education
Indian Institute of Information Technology, Pune
Computer Science and Engineering(Artificial Intelligence)
Artificial Intelligence
Provided learning support to B.Tech students in carious subjects.
Graphic Era Hill University, Dehradun
Computer Science and Engineering
Computer Science
Licenses & Certifications
Convolutional Neural Networks
Coursera
Credential ID: UNNT7FNQS692
Deep Learning A-ZTM: Hands-On Artificial Neural Networks
Udemy
Credential ID: UC-AWMX6X0C
Workshop on Robotics
AICTE Training and Learning (ATAL) Academy