Aayush Sharma Email & Phone Number

Madhya Pradesh, India

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

– Worked on ASR system for Indic language calls, achieving a WER below 20% using Wav-2-Vec and Conformor models– Contributed to in-house development of ConvoZen LLM, involving dataset creation, pretraining, and fine-tuning– Instituted an Indic NER model for business entities for call centre conversations, yielding 87% F1 score– Improved Key moments.

Prior Framework for Wealth Recommendations– Instituted prior framework using BiLSTMs, Bayesian networks, ARIMA and statistical methods to introduce Advisor Recommendations Affinity module yielding 15% increase in recommendations consumed– Built end-to-end data agnostic system with self evaluation criteria that enhanced problem specific model choice–.

Federated Weak Learning Framework– Built Federated Weak Learning framework to train biocuration models on enterprise domains with unlabeled data– Created Weak Supervision pipeline for NER with human level accuracy (88%) and built large Multi-NER models– Submitted Industry ready - Dockerized System Demonstration in AMIA, 22 to be conducted in Washington, DC

Tabular NLI Knowledge Addition and Inference– Developed custom RoBERTa and BiLSTMs to integrate external KGs like Concept-Net and WordNet– Improved benchmark performance by 7.5% on Infotabs, a tabular NLI dataset and published TKBLSTM paper– Worked on development of contextual embeddings for better sentence similarity and premise re-ranking

Guwahati, Assam, India

– Organised a week long ML convention with webinars from industry experts, competitions and workshops– Curated an ML Course with 2+ Hackathons for 1.5k students. Responsible for improving the AI culture in campus

Guwahati, Assam, India

Guwahati, Assam, India

• Dr. Sachin Kumar, Viral Immunology Lab, IIT GuwahatiTitle: In silico characterization of Virokines and Viroporins
• Researching on Viroporins and Virokines to get a better understanding of how they help a virus in virulence andtransmission.
• Identified conserved and variable regions in human and viral interleukin genomes by sequence alignment. Further investigating these regions to understand their ligand and receptor interactions.
• Studying the promoter sequence in interleukin genomes to understand the transcriptional regulation of viral and human interleukins.

Guwahati, Assam, India

Part of marketing team of the fest which helps in getting sponsors for the fest and works during the fest for management purpose.