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siddharthnobell/README.md
  • 👋 Hi, I’m @siddharthnobell, having
  • Around 16 years of experience in spanning Gen AI, Data Analytics, Data Science and Data Engineering
  • Managing and Architecting Data Science projects from POC to end-to-end production deployments on Azure
  • SaaS cloud services involving Azure Databricks, Azure ML Studio, MLFlow, AWS SageMaker
  • Highly skilled in Data Analysis Python Pandas, Python Vaex, PySpark Pandas, NumPy, Matplotlib, Seaborn
  • Geopandas, folium, etc. and Data Engineering (Python, Shell Script, SQL, Spark Databricks)
  • Knowledge of Scikit-learn, BioPython, Medline and NLTK, Spacy, Scispacy, Flashtext (NLP and NLU)
  • Knowledge of SLM's(Phi-2, Phi-3), LLM's(ChatGPT, Mistral, RAG architectures) and Langchain ecosystem
  • Used Regression, Polynomial, Decision tree, Random Forrest, XGBoost, SVC, and SVM, etc.
  • Text mining (both NLP and NLU based), topic modeling, NER, Text Trend identification & quantification, etc.
  • Exposure to R and have used it for analysis of microbiome data (Phyloseq)
  • Highly Skilled in Unix Scripting, (PaaS, Iaas, SaaS) Cloud and have worked on multiple clouds (AWS, Azure, GCP, OVH, Digital Ocean)

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  1. disaster-tweet-triage-production-setup-demo disaster-tweet-triage-production-setup-demo Public

    Mini production ML system for triaging real vs. non-disaster tweets — feature pipeline, TF-IDF/embedding model comparison, FastAPI serving, and drift-based monitoring/retraining.

    Python

  2. geo_spatial_explorations geo_spatial_explorations Public

    geo_spatial_explorations

    Jupyter Notebook 3

  3. RaspberryPi-RDS RaspberryPi-RDS Public

    This repository is for a raspberry digital signage solution software

    Shell 1

  4. your_local_shop_database your_local_shop_database Public

    A simple web application to setup shops online

    HTML 1