Shraddha Shekhar

About Shraddha Shekhar

Hi, I\'m Shraddha, a Software Engineer with expertise in ML and NLP. I have 2 years of industry experience. I\'m a quick learner and can adapt to any technology.I recently completed my MS in Computer Science from the University at Buffalo with specialization in ML/AI. Skilled in Python, Java, Javascript, React, Machine Learning, Deep Learning, NLP, SQL, Databases, PowerBI, Kafka, Web development, Flask, RestAPIs and cloud technologies, with a track record of developing scalable microservices and ETL pipelines. Experienced in fine-tuning LLMs for generation and classification tasks using LoRA - parameter efficient fine tuning.Adept at data analysis and visualizing insights through Tableau, Power BI and python.More about me: https://27shraddhas.github.io/Github: https://github.com/27shraddhaS

Experience

1. Software Engineer

   JerseySTEM

   Mar 2024 — Present

   Built an AI agent for converting discussion to actions, leveraging LangChain, LLama2 LLM.• Analyzed real-time and historical employee data to identify trends and anomalies, conducted exploratory data analysis (EDA) and visualized insights with Matplotlib, and PowerBI, which reduced HR operational inefficiencies by 11%. • Developed and implemented predictive models for employee engagement and attrition using Logistic Regression, Random Forest, SVM, XGBoost, AdaBoost, resulting in improved retention strategies. • Collaborated with stakeholders to understand business requirements and resolving over 30 data inconsistencies.• Established QA standards, designing coding guidelines and test cases to ensure code maintainability and software quality. Performed code reviews and endpoint testing using Postman.

Education

• University at Buffalo

  Master of Science - MS

  2022 — 2024

• Savitribai Phule Pune University

  Bachelor of Engineering - BE

  2017 — 2021