Ramkumar Muraleedharan Email & Phone Number

New York, Ny, Us

New York, Ny, Us

Newark, New Jersey, United States

Researched/Experimented on the generalizability of Large Language Models without further fine-tuning.

London, England, United Kingdom

Recommendation System for Digital Marketers- Using Classical Machine learning to assist digital marketers in making smarter decisions, such as duplicating successful campaigns and pausing underperforming ones to improve cost-per-result metrics.- Backend Development Backend API's for the recommendation system using flask and fastApi

Bengaluru, Karnataka

Ethnicity Prediction: Developed an end to end solution, a cascaded approach, using names and images. Scaled on 500+ mill data, got upwards of 70 accuracy in finding people of diverse races like African Americans which consists of about 12% of the population in the US. Helping minorities find jobs.Data scraping: Wrote and deployed a Scraper which scraped over 500mill + pages from leading services like LinkedIn, Github, StackOverflow using python.ETL in record time. Was able to ingest over 1.5 terabytes of data into our databases in under 2 hrs while sorting and stripping them simultaneously using python.System Admin: The ethnicity services was deployed over multiple machines, so attaching resizing disks, opening-closing ports, setting ip tables, installing maintaining dbs like mongodb, and all the challenges that come with them.

Bangalore, India

Improved HTR from Azure and Google by 30% using Named Entity Recognition.Spelling Correction using sequence to sequence model: I made an inhouse model (trained on glove 300Billion words) where incorrectly spelt words were equidistant from their correct spelling counterparts using word embeddings, which was key in correcting spelling errors students made while writing tests.Created a module that utilizes Zonal OCR to automate the digitization of LCA documents by converting them to a data frame.

Master'S Degree, Data Science

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering

First Class