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siraj-patnam/README.md

Hi, I'm Siraj Patnam πŸ‘‹

Data Scientist | ML Engineer | Cloud ML | NLP | Computer Vision
LinkedIn β€’ GitHub β€’ Email β€’ Portfolio

St. Louis, MO | 314-393-9371


πŸ‘¨β€πŸ’» Professional Summary

Results-driven Data Scientist and ML Engineer with expertise in scalable ML pipelines, cloud deployment on AWS, and workflow optimization. Experienced in translating complex data into actionable insights through NLP, computer vision, and analytics. Skilled in delivering production-ready solutions that reduce costs and improve business performance. Always eager to learn, grow, and contribute to impactful real-world applications.


πŸ› οΈ Technical Skills

  • Languages: Python, SQL, R, Java, C++, JavaScript
  • ML/DL: TensorFlow, PyTorch, Scikit-Learn, Keras
  • Cloud: AWS SageMaker, AWS ML, GCP
  • Data: Pandas, NumPy, Apache Spark, Hadoop, MongoDB
  • Visualization: Tableau, Power BI, Matplotlib, Seaborn
  • DevOps: Git, Docker, Kubernetes, MLflow, CI/CD
  • Specialties: NLP, Computer Vision, ETL Pipelines, Streamlit, FastAPI, LLMs

πŸ† Certifications & Achievements

  • Google Advanced Data Analytics Specialization (Google)
  • AWS Certified Machine Learning - Specialty (AWS)
  • NVIDIA End-to-End Data Science Workflows
  • AWS Certified AI Practitioner
  • Best Use Case of AI – e-Hacks Hackathon
  • 3rd Place – NASA Space Settlement Contest

πŸ’Ό Experience

Data Analyst Intern
Washington University, St. Louis, MO | Jun 2024 – Aug 2024

  • Automated Salesforce ETL pipelines with Python, reducing data delays.
  • Built executive dashboards in Power BI/Tableau; improved decision-making.
  • Developed ML-based donor retention & giving score models (Scikit-Learn).
  • Automated donor assignment lifecycle; cut turnaround from 3 months to 2 weeks.
  • Deep analytics on grant funding; increased mobilizable grants by >20%.

Data Science Intern
Data Exposys Labs, Hyderabad, India | Apr 2023 – Jul 2023

  • Built a diabetes prediction model (Random Forest, 91% accuracy).
  • Engineered robust data pipelines in SQL, Pandas, and MongoDB.
  • Created visualizations and performance dashboards for stakeholders.

πŸš€ Featured Projects

  • networksecurity:
    End-to-End MLOps Pipeline for Phishing URL Detection

    • 97.8% F1 score (Random Forest, Gradient Boosting, Scikit-Learn).
    • FastAPI, Docker, MLflow, AWS EC2, MongoDB Atlas, CI/CD.
  • Fine_Tuning_BERT_for_Sentiment:
    Twitter Sentiment Analysis with BERT

    • Fine-tuned BERT transformer, 94% accuracy, 0.92 F1.
    • Real-time predictions with FastAPI, Docker, Nginx.
  • automl:
    Semantic Segmentation on Amazon SageMaker

    • FCN-ResNet50, 92.6% pixel accuracy, scalable endpoint deployment.
  • My_Portfolio:
    Personal Website & Portfolio

    • All projects, resume, and contact info in one place.
  • AeroInv:
    Aerospace Inventory Analytics

    • Data engineering, analytics, and reporting for aerospace datasets.
  • mushrooms:
    Poisonous Mushroom Classification

    • Data science pipeline to predict mushroom toxicity.
  • Forest_Fire_Detection:
    Computer Vision for Fire Detection

    • Real-world image analytics and early warning system.
  • InnoNest:
    Startup Showcase Platform

    • Hackathon project to connect startups with investors.

See all my projects on my GitHub profile.


πŸ“ˆ GitHub Stats

Siraj's GitHub Stats
GitHub Streak


πŸŽ“ Education

Saint Louis University, College of Engineering
Master of Science in Information Systems | GPA: 3.8/4.0 (Expected May 2025)

Muffakham Jah College Of Engineering And Technology
Bachelor of Technology in Computer Science, Hyderabad, India


🌐 Connect with Me

LinkedIn GitHub Email


Pinned Loading

  1. My_Portfolio My_Portfolio Public

    My personal website

    HTML

  2. Fine_Tuning_BERT_for_Sentiment Fine_Tuning_BERT_for_Sentiment Public

    Jupyter Notebook

  3. Forest_Fire_Detection Forest_Fire_Detection Public

    Python

  4. mushrooms mushrooms Public

    are your mushrooms poisonous?

    Python

  5. weather-intelligence weather-intelligence Public

    PM Accelerator Tech assesment

    Python

  6. Dpredict89 Dpredict89 Public

    summer internship, diabetes prediction using random forest model and a website made with python (django)

    HTML