Batul Mankada

Machine Learning Internship

Yactraq Online Inc.•  June 2024 - Present

Building emotion and gender detection model with acoustic features for the call audio and extraction of features from different tools like OpenSMILE, DeepGram. AB Testing for different NVIDIA and HuggingFace models for English and Spanish audio transcription using NeMo.

Junior Backend Developer

Immence•  March 2023 - August 2023

Worked with Express.js, Nest.js to build API and learned to integrate stripe(Payment Gateway). Worked with a live project, learned to integrate WhatsApp chat, Twitter DM in a chat interface.

Backend Development Internship

Tech Hash•  September 2022 - January 2023

Enhanced the IgniteScan web application by optimizing the API search speed using Redis and Elasticsearch. The API, built with Node.js and Express.js, interfaces with a MongoDB database.

ML Internship

Floatbot•  January 2022 - April 2022

Developed an Answering Machine Detection system utilizing NLP techniques. Used BERT for text classification and Librosa for audio feature extraction. Containerized using Docker.