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Alok Yadav
Maharashtra, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- IELTS
- GRE
Male
Maharashtra, India
Work ExperienceSoftware engineer
Bytelearn - Full Time
Jul 1, 2023 - Present · 2 yrs 10 mos
Maharashtra, India
● Developed a solution for reducing redundant math questions in a database by 13%, leveraging advanced Natural Language Processing techniques using BERT and GPT-4 for similarity detection. Enhanced future scalability by integrating a MongoDB Vector Database.
● Engineered an end-to-end flow to reduce latency by 8% in image storage and retrieval. Implemented image compression and asynchronous task execution for efficient storage in Azure Blob, coupled with Redis Queue to manage task scheduling.
● Built and deployed an end-to-end system achieving 75% accuracy in mathematical data extraction. Utilized Python, Mathpix, and OpenAI for advanced Optical Character Recognition (OCR) techniques, and incorporated Redis caching for optimized retrieval performance.
● Fine-tuned a BERT-based model to classify 650,000 math questions into educational topics with 70% accuracy. Deployed the model on Hugging Face to enhance educational chatbot interactions and facilitate real-time question categorization.
ProjectsHUMAN COMPUTER INTERACTION
Role - Team Lead
for Academic
Jan 2, 2023 - Apr 30, 2023
Developed a real-time American Sign Language (ASL) translator using hand gesture recognition to facilitate
communication for individuals with hearing impairments. Utilizing MediaPipe for gesture detection and Multilayer
Perceptron (MLP) algorithms for alphabet interpretation, the system achieves accuracy rates of 86-91%. Led the team
in creating a detailed dataset encompassing 42 variables per gesture which involved extensive research and data
collection efforts to cover a comprehensive range of ASL gestures. Utilized Flask and React JS, to direct the
development of a straightforward yet effective website for the translator, employing Socket.IO for real-time backend
operations ensuring real-time interaction and accessibility.
Research PapersAlok Yadav has not added any research paper yet.
VolunteeringAlok Yadav has not added any volunteering detail yet.