NVNaina Vangani
@nainavangani
Aspiring software engineer with a strong foundation in machine learning.
IndiaWhat I'm looking for
I am a dedicated and passionate software engineer currently pursuing my Bachelor of Technology in Mechanical Engineering from the Indian Institute of Technology Roorkee. With a GPA of 8.264, I have consistently demonstrated my commitment to academic excellence and technical proficiency. My journey in the tech field began with a strong foundation in programming and data analysis, which I have further honed through various internships and projects.
In my current role as an Associate Software Engineer at WiseTech Global, I have successfully replaced PDFMiner with OCR for document parsing, enhancing performance by 5%. My experience also includes resolving defects in validation rules and migrating codebases to improve application speed. My internships have provided me with hands-on experience in data science, where I developed an E-Commerce recommendation system and worked on prompt engineering for advanced language models. I am eager to leverage my skills in machine learning and software development to contribute to innovative projects.
Experience
Work history, roles, and key accomplishments
Associate Software Engineer
WiseTech Global
Jul 2024 - Present (11 months)
As an Associate Software Engineer, I improved document parsing performance by replacing PDFMiner with OCR using Python. I resolved validation rule defects in customs forms with C# and migrated the codebase from .NET 4.8 to .NET 8, enhancing application speed.
Analyst Intern
The Leading Solutions
May 2023 - Jul 2023 (2 months)
As an Analyst Intern, I developed an E-Commerce recommendation system using ALS-BPR and collaborative filtering, implemented uplift modeling, and performed NER-based sentiment analysis for user recommendations.
Data Science Intern
UniBlox
Feb 2023 - Feb 2023 (0 months)
During my internship at UniBlox, I focused on Prompt Engineering for GPT models, creating efficient prompts to reduce model hallucinations and developing end-to-end ML pipelines for data parsing.
Education
Degrees, certifications, and relevant coursework
IRIndian Institute Of Technology Roorkee
Bachelor of Technology, Mechanical Engineering
2020 - 2024
Grade: 8.264 / 10.00
Pursuing a Bachelor of Technology in Mechanical Engineering with a GPA of 8.264 out of 10.00.
FIITJEE Junior College
Intermediate, Science
2018 - 2020
Grade: 96.6%
Completed Intermediate (Class XII) with a percentage of 96.6%.
Slate-The School
Matriculate, General Education
2016 - 2018
Grade: 9.8 / 10.00
Achieved Matriculate (Class X) with a GPA of 9.8 out of 10.00.
Availability
Location
IndiaAuthorized to work in
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