Aug 2022 – Sep 2023 · 1 yr 1 mo · Bengaluru, Karnataka, India

Jun 2021 – Jul 2022 · 1 yr 1 mo · Bangalore Urban, Karnataka, India

• I work on a number of NLP downstream tasks like text-to-text translation, semantic similarity, emotion recognition, sentiment analysis, and text summarization. This includes training ML models from scratch, designing evaluation strategies, and optimizing & re-structuring the code for final deployment.
• Developed a model for semantic similarity using sentence-transformers from Hugging Face.
• Built a sequence-to-sequence model for understanding conversation context and predicting spoken dialogues.
• Created customized versions of massive DL models by simplifying network architectures and reducing model size using techniques like ONNX, TensorRT, and model quantization.
• Involved in end-to-end model deployment involving API creation, decker images, and creating deployment files.

Jul 2019 – Jun 2021 · 1 yr 11 mos

• Worked on the problem of Automatic Speech Recognition (ASR) for multilingual and code-switched conversational speech.
• Improving generalization capability of pre-trained models in new domain data using regularization techniques.
• Used adversarial training to remove bias during multi-task learning.

Jan 2019 – Jul 2019 · 6 mos

• Developed a system to detect spoken terms in a conversation by simple pre-processing and fuzzy matching.
• Developed a tool using Django for easing the process of transcribing code-switched speech. Providing an ordered list of spoken term suggestions to the annotator using a speech recognition system.

May 2018 – Dec 2018 · 7 mos · Bangalore, India

• Worked on the problem of entity extraction and linking in knowledge graphs.
• Built a text-based question answering system.

Aug 2017 – Dec 2017 · 4 mos · Hyderabad Area, India

• Under-graduate TA for Computer Programming and Datastructures.

Aug 2016 – Jul 2017 · 11 mos · Hyderabad Area, India

• Responsible for handling overall website with user load of 2000+ students, database restructuring,
• implementation and design of various new features on the portal.

May 2016 – Jul 2016 · 2 mos · Hyderabad Area, India

• Worked on Company’s checkout page which dealt with developing user-friendly UI for cropping, adding filters to images.
• Integrating GD library to the already existing Company's code and making it compatible with the existing code.

Aug 2015 – Nov 2015 · 3 mos · Hyderabad Area, India

• Developed an android application called Hellopsych. Hellopsych aims to connect psychiatrists and
• patients over the internet with the functionality of video chat, digital prescription, online payment.