Machine Learning, Data Scientist, AI developer, Biostatistics
Resume:
M V MURALI KRISHNA
NAGULLA
Newark, NJ
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PROFILE SNAPSHOT
• Machine Learning & Data Science Expertise: Skilled in Python with hands-on experience using scikit-learn, PyTorch, TensorFlow, OpenCV, and NLTK. Proficient in deploying models on AWS, Google Cloud, and Apache Spark.
• Emerging AI & LLM Practitioner: Continuously developing expertise in fine-tuning open-source LLMs such as Mistral and LLaMA, and building AI agents to stay aligned with industry trends and market demands.
• Adaptive and Curious: Fast learner with a proven ability to quickly understand diverse datasets and domains, delivering practical solutions across projects.
• Technical Versatility: Developed strong web development skills (Node.js, PHP, JavaScript, TypeScript) to support and showcase machine learning applications.
EXPERIENCE
Data Science Research Assistant University of Delaware, Delaware, USA 08/2023 - PRESENT
• Worked at the Department of Biological Sciences and used R, Python, and Tableau to clean, filter and analyze raw bioinformatics, genomic and high throughput omics data from various sources, including NIH, research papers, analyze NGS data and the GEO database.
• Designed, developed and maintained iSyTe website on Linux environment. Co-Authored and published. Google Scholar: Murali Nagulla
• Designed and implemented an ETL process to collect, clean, and standardize data. Integrated processed data with a Neural Network model for gene prediction, supporting downstream analysis of protein-protein interactions and pathway enrichment. Subject Matter Expert (AI/ML) Tata ClassEdge, Mumbai,India 09/2021 - 09/2022
• Applied AI/ML expertise to optimize real-time recommendation systems, improving Flask-based applications and enhancing model accuracy through statistical analysis to improve predictive automation.
• Coordinated with cross-functional teams to design AI models predicting student performance and delivering personalized class recommendations. Provided on-site training on AI/ML hardware and software, gathered feedback.
• Collaborated with the AWS team, managing data ingestion, ETL processes, pre-processing, querying, analysis, and building visualizations/dashboards across multiple models.
• Worked on an NLP project involving question and answer generation using the SQuAD dataset. Hands-on experience with transformers, tokenization, attention mechanisms, word embeddings, and sequence-to-sequence models. PROJECTS
Neural Network Projects (on Github:): Machine Learning and Data Science Projects(Github)
• Check-Point Deep Learning Models in Keras. • Advertising_Sales_Dataset.
• Display Deep Learning Model Training History in Keras. • Arrhythmia classification.
• Dropout Regularization in Deep Learning Models with Keras. • Boston Housing Prices.
• Handwritten Digit Recognition(CNN). • Cardiovascular Disease Prediction.
• Life-Cycle for Neural Network Models in Keras. • Indian Used Car Price Prediction. EDUCATION
Master of Science in Data Science University of Delaware, USA CGPA-3.6/4 Feb 2023 - Dec 2024 Bachelors in Computer Science Amity University, India CGPA-3.6/4 Aug 2018-May 2022 Minors in Economics Amity University, India CGPA-4/4 Aug 2019-May 2022 SKILLS
• Python (Numpy, Pandas, Seaborn)
• Machine learning (Scikit-Learn, OpenCV)
• Artificial Intelligence (TensorFlow,LangChain)
• Neural Networks (Keras, Pytorch)
• Natural Language Processing(NLTK, TextBlob)
• R Programming
• NoSQL (MongoDB,Cassandra)
• Data Mining/Web Scraping
• Amazon Web Services(AWS)
• Data Visualization (PowerBI / Tableau)
• Google Cloud Platform
• C/C++
• Git/Github
• SQL (MariaDB,MySql)
• Big Data (Spark / Hadoop)
• SAS / Stata
Certifications:(linkedin.com/in/murali-nagulla/certifications)(Linkedin)
• Generative AI Fundamentals from Databricks
• SQL for Data Science, University of California, Davis
• Python and Data Analysis by ShapeAI
• Python for Data Science and AI
• Applied Machine Learning in Python
• Databricks for Machine Learning
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