Open to opportunities

Amisha Verma

@amishaverma

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Data and ML professional with expertise in Python and AI solutions.

India

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can leverage my skills in machine learning and data analysis to drive impactful solutions.

I'm a data and machine learning professional with nearly three years of experience, specializing in Machine Learning, Generative AI, and data visualization. My journey has been marked by a proven track record of enhancing model accuracy and automating workflows, which has significantly contributed to data-driven decision-making processes.

At Infosys, I developed an enterprise embedding model based on Retrieval Augmented Generation (RAG) and improved information retrieval accuracy from 62% to 83.8% through fine-tuning LLM models. My work with Tesseract OCR enhanced PDF text extraction accuracy to 92%, and I automated data cleaning pipelines using Python libraries, which improved model performance. I thrive in collaborative environments, as demonstrated by my creation of internal documentation and workflows for LLM usage, enabling seamless teamwork.

Experience

Work history, roles, and key accomplishments

Current

Specialist Programmer - Machine Learning and Generative AI

Current

Infosys

Jun 2022 - Present (2 years 11 months)

As a Specialist Programmer at Infosys, I developed an enterprise embedding model using Retrieval Augmented Generation (RAG) and improved model accuracy significantly. I automated data cleaning pipelines and built SQL query generation pipelines using GPT-4. My work involved enhancing PDF text extraction accuracy and creating internal documentation for LLM usage.

Machine Learning Generative AI Python SQL Pandas NumPy PostgreSQL ChromaDB

Power Intern

Infosys

Feb 2022 - May 2022 (3 months)

During my internship at Infosys, I developed the frontend for a dynamic form builder using AngularJS and collaborated with the backend team to integrate APIs, enhancing the overall data flow and user experience.

AngularJS API Integration Frontend Development JavaScript HTML

Education

Degrees, certifications, and relevant coursework

PSIT Kanpur

Bachelor of Technology, Computer Science

2018 - 2022

Activities and societies: Positions of responsibility include IEEE Brand Ambassador of UP section and IEEE Vice Chairperson at IAS Student Branch.

Completed a Bachelor of Technology in Computer Science, focusing on various aspects of computer science including programming, data structures, and algorithms.