I am currently working as the lead machine learning engineer at BeSuperhuman.ai, which is based in London, UK.
- Developed the Minimum Viable Product (MVP), overseeing backend infrastructure and AI models utilizing cutting-edge LLMs (Large Language Models), Langchain. Was able to cut costs more than tenfold, by integrating vector databases for prompt retrieval.
- Created an autonomous agent with Langchain and LLM technologies, featuring a custom BabyAGI version that autonomously navigates browsers and emulates human inputs, resulting in improved task efficiency and reduced manual intervention.
- Engineered a cutting-edge desktop application from inception to completion, utilizing technologies such as Electron Python, Flask, and implementing a browser control module using Seleniumbase.
Deep Learning Research Intern
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AmritaCREATE
Jan 2022 - April 2022
- An edu-tech research initiative that are funded principally by research grants.
- Working on Sign Language Accessibility for e-Governance Services at Amrita CREATE. We use AI/ML for sign language recognition of questions, that is asked to the chatbot in FAQs across 25 UMANG services.
- Developed a Deep Learning pipeline and successfully implemented a custom BERT model tailored to address this specific problem.
- Created a pioneering solution by integrating heatmaps into the pretraining process of a transformer-based model.
- Designed and implemented a novel ERP software pipeline.
- Worked on the development of two Flutter applications with Firebase as the backend.
- Developed a REST API using Express and created a custom user interface to access the backend.
- Designed and integrated a payment solution tailored to client needs.
- Led weekly client meetings to facilitate open communication and ensure seamless project development.
- Lead backend developer for a product.
- Created a frontend design for a product.