Utkarsh Agrawal Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Key Accomplishments - Developed an end to end solution for extracting Officer's and Directors information from 23k Company's Website which helped in saving 500+ hours of manual effort till date, by utilising a quantized LLM(Zephyr) model, RAG principle and Prompt Engineering.Built an OCR based solution to extract Names and PAN numbers from unstructured documents, reducing the manual effort by 318 hours by using Dslim BERT NER model and data processing.Revamped the Zawya… Show more Key Accomplishments - Developed an end to end solution for extracting Officer's and Directors information from 23k Company's Website which helped in saving 500+ hours of manual effort till date, by utilising a quantized LLM(Zephyr) model, RAG principle and Prompt Engineering.Built an OCR based solution to extract Names and PAN numbers from unstructured documents, reducing the manual effort by 318 hours by using Dslim BERT NER model and data processing.Revamped the Zawya address detection and industry business classification code by integrating web crawler and home page data extraction codes, automating 16k+ companies which in turn saved 8000+ hours of manual work till date, by utilising generic LLM based web crawling, web scraping.Skills - Machine Learning, LLMs, Generic Web Crawling, Selenium Automation Show less

Italy

Designed a multi-lingual efficiency calculator, which will help increase the ROI and effectiveness of training.Formed a questionnaire of 25 questions, split into 6 sections based on the feedback from 9 close clients of the company.Built a website using Django Framework, stored the data in PostgreSQL and hosted the website on Heroku.Stored the data inside the database in Italian and English language using the model-translation library and mailed the result using the Django-Smtp… Show more Designed a multi-lingual efficiency calculator, which will help increase the ROI and effectiveness of training.Formed a questionnaire of 25 questions, split into 6 sections based on the feedback from 9 close clients of the company.Built a website using Django Framework, stored the data in PostgreSQL and hosted the website on Heroku.Stored the data inside the database in Italian and English language using the model-translation library and mailed the result using the Django-Smtp library. Show less

2 months live project with a team of 50 collaborators from all over the world.Contributed to ETL and participated in Machine Learning model creation meetings for sleep pose estimation to improve sleep apnea condition.

Pune, Maharashtra, India

Worked on a dataset containing the company's product information and usage by the employee.Created pivot tables and graphs in Microsoft Excel which helped in obtaining the summary of the data.Built dashboards on Tableau to gather insights about the product hit rate on a daily, weekly and monthly basis

Madhya Pradesh, India

India

Worked on a live e-commerce website with a team consisting of 12 members.Worked on improving the responsiveness of the website using HTML, CSS, and Bootstrap.

Pune, Maharashtra, India

Explored CMS software, like WordPressGained experience in the sector of UI/UXWorked on the resource collection websiteand created 20+ resource pages for Recast. Studio

B.Tech, Computer Science

Nanodegree, Machine Learning