Data Analytics Artificial Intelligence

Gayatri

+1-631-***-**** # **************@*****.*** linkedin.com/in/gayatri-batta § https://github.com/Gayatri-Batta EDUCATION

Stony Brook University Aug 2024 – Present

Master of Science - Artificial Intelligence Stony Brook, NY Dr. B.R. Ambedkar National Institute of Technology, Jalandhar Aug 2019 – May 2023 Bachelor of Technology (B.Tech) Jalandhar, India

Major: Industrial and Production Engineering

Minor: Computer Science Engineering

RELEVANT COURSEWORK

• Data Structures and Algorithms

• Deep Learning Algorithms and Software

• Natural Language Processing

• Data Analytics

• Fundamentals of ML

• Theory of AI

SKILLS

Languages: Python,C, C++,SQL, Linux, Ansible, Object Oriented Programming Development Tools: AWS, Azure, GCP, Jupyter Notebooks, VSCode, Anaconda, Colab Version Control:Git, GitHub, GitLab

Libraries & Frameworks: Scikit-learn, TensorFlow, PyTorch, Pandas, NumPy, Matplotlib, Seaborn, SciPy, Statsmodels, Flask, spaCy, Plotly, RAG, Prompt Engineering, Langchain, Finetuning LLM’s, Computer Vision Algorithms & Techniques: Logistic Regression, SVM, Random Forest, Deep Neural Networks, ARIMA, Clustering, Regression, Decision Trees, CNN, RNN, KNN, Time Series Analysis, LSTM,, Reinforcement Learning, Generative and Discriminative models in NLP Soft Skills: Team Management, Leadership Skills, Analytical Skills, Strategic Planning, Communication Skills WORK EXPERIENCE

Stony Brook Medicine, Graduate Research Assistant November 2024 - December 2024

• Working on the project to analyze sensor-based data obtained from MetaGloves to analyze hand movement and displacement data to study hand activity patterns using Python data visualization frameworks.

• Skilled in Python, I identified patterns that can enhance rehabilitation strategies. Trianz Holdings Private Limited, Cloud Migration Engineer August 2023 - August 2024

• Worked on capacity forecasting of cloud instances using ARIMA model to optimize AWS server migrations, reducing costs and improving resource efficiency for clients, including GE Healthcare.

• Analyzed workload patterns using Pandas, NumPy, and Scikit-learn to recommend optimal cloud instance types, enhancing performance and minimizing downtime.

• Led end-to-end migration processes, achieving zero downtime and ensuring 100% on-time project delivery. Trianz Holdings Private Limited, Software Development Intern February 2023 - June 2023

• Designed and implemented Ansible playbooks for automating critical tasks, utilizing Ansible and Python for optimization, covering design, testing, and troubleshooting, reducing manual intervention by 40%.

• Developed a machine learning script to recommend the best automation solutions based on past success rates, demonstrating strong analytical and problem-solving skills. PROJECTS

MedifyAI Nov 2024

• Developed MedifyAI, a chatbot that predicts health conditions and suggest treatments based on symptoms, using the Mistral-7B-Instruct-v0.2 language model with LoRA for efficient fine-tuning.

• Optimized performance with 4-bit quantization, Paged AdamW optimizer, and Cross Entropy loss function, enabling efficient training on standard GPUs.

FrameFinder Dec 2024

• Developed a Search Engine using Python, OpenCV, scikit-learn, and TF-IDF vectorization for indexing and retrieving educational video content through visual and transcript-based search.

• Implemented techniques such as HOG, SIFT, and Edge Density for feature extraction; applied Agglomerative Clustering and DBSCAN for segmenting video frames and aligning them with transcript data, enabling efficient and accurate query-based retrieval.

CERTIFICATIONS

• Python by Kaggle

• Introduction to Data Analysis using Microsoft Excel by Coursera

• Introduction to Arduino by Coursera

EXTRA-CURRICULAR ACTIVITIES

• Participated in Google Developer Groups DevFest India 2021 - Oct 22, 2021 to Oct 24, 2021.

• Participated in Women in Technology International 27th Annual Global Summit.

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