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11 followers · 2 following

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Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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Shweta-Mishra-ai/README.md



⚡ Production AI Systems • Data Intelligence • MLOps Engineering


Turning Data → Intelligence → Scalable Systems



Designing AI systems that move from experimentation → production → real-world impact


👩‍💻 About Me

AI Engineer | Data Scientist | Python Developer Founder @ TechNova World

🌍 Open to Remote / Global opportunities (2026) 💼 Available for AI & Data freelance projects

  • End-to-end AI pipelines (data → model → deployment)
  • Data intelligence systems for decision-making
  • Scalable ML + API-based architectures


🏆 Developer Stats


🛠️ Tech Stack

Core AI/ML MLOps & Production Data & Visualization Application Layer
Python, PyTorch, TensorFlow, Scikit-learn, XGBoost, LangChain FastAPI, Docker, PostgreSQL, CI/CD, GitHub Actions Pandas, NumPy, Plotly, Power BI, Tableau Streamlit, React, Tailwind CSS

🚀 Featured Work

🧠 HR Intelligence System v3.0

  • Predictive attrition modeling + simulation
  • End-to-end pipeline (data → ML → dashboard)
  • Workforce risk decision intelligence


🛡️ Real-Time Fraud Graph AI

  • Graph-based anomaly detection
  • Real-time fraud monitoring
  • Scalable high-frequency architecture


📊 Excel Auto-Analyst

  • Automated KPI detection
  • Instant dashboard generation
  • Data → insight automation


🤖 GitHub Autopilot

  • LLM-powered repo automation
  • PR analysis • issue triage • insights
  • Developer workflow optimization


🧩 Engineering Mindset

Systems over scripts
Deployment over notebooks
Impact over experimentation
Clarity over complexity


📈 Engineering Activity







🎓 Certifications
💼 Work With Me

I help teams build real-world AI systems:

  • AI/ML models (prediction, NLP, LLMs)
  • Data dashboards & analytics systems
  • Automation tools & pipelines
  • Streamlit / FastAPI AI applications


⭐ If my work adds value, consider starring my repositories

Pinned Loading

  1. realtime-fraud-pathway realtime-fraud-pathway Public

    Realtime AI-powered fraud detection system built with Pathway for live transaction streaming, real-time risk scoring, and LLM-based explainability using RAG over AML & compliance rules.

    Python 3

  2. excel-auto-analyst excel-auto-analyst Public

    A no-code Streamlit app that automatically cleans Excel data, generates interactive dashboards, and provides AI-powered insights.

    Python 2

  3. HR-Analytics HR-Analytics Public template

    This project analyzes HR data to understand employee attrition patterns using exploratory data analysis (EDA) and logistic regression. It identifies key factors like satisfaction level, working hou…

    Jupyter Notebook 2

  4. github-autopilot github-autopilot Public

    🤖 AI GitHub App that automatically reviews PRs, triages issues, and monitors repository health using LLMs.

    Python 10 1

  5. CareerForge_AI CareerForge_AI Public

    An open-source web app that converts structured LinkedIn profile data into professional CVs. It uses a hybrid client-side extraction approach to safely bypass anti-bot measures and includes a mock …

    Python 3

  6. Healthy-Gut-AI Healthy-Gut-AI Public

    Automated Medical Content Generation using n8n, LLM prompts, and SEO workflows.

    Python 2