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Work Background
NAYANComputer Vision Engineer
Apr. 2024New Delhi, Delhi, India
GiggsoSenior AI/ML Engineer
Sep. 2023 - Jan. 2024Chennai, Tamil Nadu, India---------> Designed Root-Cause-Analysis for Logitech Bug reports using DBSCAN clustering algorithm and NLP semantic models ---------> Performed data cleaning using CleanLab AI and trained a Roberta model to classify product titles into their respective categories on client’s website. Achieved 97% accuracy in classification ---------> Designed and managed the development of Email Automation system for shared inbox using Mistral LLM
LokiBotsChief AI Officer
Aug. 2021 - Jul. 2023India---------> Managed Doc AI projects that employed Huggingface vision models and Donut model in Python ---------> Developed NLP based Conversational AI framework for answering questions from pdf documents using Langchain, Llama-Index and FastAPI employing OpenAI GPT-3 and Anthropic in Python and deployed in AWS and GCP platforms ---------> Researched on chain-of-thought using cloud-based LLMs as well as Huggingface LLMs
Acharya InstitutesAssistant Professor
Mar. 2021 - Aug. 2021India---------> Taught Courses in Big Data Analytics and C Programming
---------> Mentored M.Tech students in their projects
Sri Sathya Sai Institute of Higher LearningVisiting Faculty
Nov. 2018 - Jun. 2020Muddenahalli, Karnataka, India-------->Participated as a sole supervisor for ANIRVID - Machine learning based prediction of perinatal depression in rural areas, run by Tata Trusts, -------->Participated as a sole supervisor for Deep learning based Feature Extraction on raw text data from medical diagnosis, run by Sri Sathya Sai Institute of Higher Medical Sciences, Whitefield, Bangalore. -------->Conducted a hands-on course in Machine Learning for the faculty members of the Dept. of Mathematics and Computer Science. -------->Taught two subjects - 1) Soft Computing, 2) Linear Regression Analysis; for Master's students in Data Science
Brainpool AIFreelance Data Scientist
Jan. 2018 - Apr. 2021London, United Kingdom--------> Consulted on several AI projects.
Garuda TechnologiesFounder and Developer
Feb. 2014 - Sep. 2016Chennai Area, India-------->Development of Neural Network based technologies using Deep Learning.
-------->Development of Database Software and maintenance for client companies.
NIATTResearch Scientist (Hardware Design)
Jan. 2010 - Dec. 2010Moscow, IDResearch:
* National Institute for Advanced Transportation Technology
------->Designed a FPGA based SDLC reader for NEMA TS2 Traffic Controller Teaching:
* University of Idaho ECE 341: Microcontrollers Lab
------->Assisted labs and graded assignments
University of Southern California Viterbi School of EngineeringDirected Research Student
Jun. 2008 - Aug. 2008Greater Los Angeles Area-------->Layouted a brain circuit for Dr. Alice Parker's Biomimetic Real-Time Cortex Project
Rotopacking LLCCo-Op Intern
Jun. 2005 - Aug. 2005Dubai, UAE-------->Documented the Enterprise Resource Map of the company's operation in schematic form
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