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DrushtiV/README.md

Hi, I'm Drushti Vagal 👋

AI/ML Engineer · Computer Vision · BI Developer · CE 2026 Graduate

📍 Mumbai, India  ·  🟢 Open to Work — AI/ML Engineer · Data Scientist · Analytics Engineer · BI Developer

drushti@github ~ $ ./contributions.sh

contrib heatmap


About Me

I'm a Computer Engineering graduate (2026) who likes finishing what a notebook starts — turning models into things with an API in front of them. My work spans computer vision, NLP, fraud detection, and BI dashboards, and I'm currently job-hunting for remote-friendly and offline ML/analytics roles across India.


🚀 Flagship Project

SENTINAL — AI-Driven Workplace Intelligence System

An end-to-end real-time face recognition pipeline, built as a full production-shaped system rather than a demo notebook.

  • 🔁 16-step pipeline: capture → detect → align → embed → match → log
  • Sub-200ms end-to-end latency
  • 🧩 Built with DeepFace · MTCNN · FaceNet · OpenCV · FastAPI · SQLAlchemy

⚠️ Double-check this repo is public and set as your first pinned repo — swap the link above for the real URL if the name differs.


🧠 Featured Projects

Project What it does Stack
VERITAS Fake News Detector Classifies news REAL/FAKE with explainable-AI insights FastAPI · TF-IDF · Logistic Regression
Customer Churn Prediction ML pipeline + Power BI dashboard; found a data-leakage bug hiding in the Complain feature Python · Colab · Power BI
Credit Card Fraud Detection Real-time fraud scoring, production-grade Logistic Regression · Random Forest · XGBoost · SMOTE · FastAPI
MoodTune Reads your emotion via webcam, builds a matching Spotify playlist DeepFace · Streamlit · Spotipy
Stock Price LSTM Dashboard Forecasts stock trends with deep learning LSTM · Streamlit/Dash
Phishing URL Detector Flags malicious URLs from engineered features Random Forest · FastAPI
Resume ATS Scorer Scores a resume against a job description NLP · TF-IDF · FastAPI

📄 Co-Author on published research

THE RETURN OF ECONOMIC STATECRAFT – Sanctions, Supply Chains and the Restructuring of Global Dependence


🛠️ Tech Stack & Skills

Languages & ML: Python PyTorch TensorFlow scikit--learn OpenCV SQL

Backend & Deployment: FastAPI Flask Streamlit

Data & BI: Pandas NumPy Power BI Excel

Tools: Git Docker MySQL



Ecosystem & Tools

  • AI / ML & NLP: PyTorch, TensorFlow, scikit-learn, LangChain, LlamaIndex, OpenCV, Hugging Face, spaCy, MLflow
  • Data Engineering & Analytics: Apache Spark, Snowflake, BigQuery, Airflow, dbt, Pandas, NumPy, SQL
  • Web & Backend: Next.js, React, Tailwind CSS, Django, Flask, Node.js, RESTful APIs, GraphQL
  • Databases & DevOps: MySQL, SQLite, Oracle, GitHub, VS Code, Docker

📊 GitHub Stats



GitHub contribution grid snake animation

📊 GitHub Stats:


✍️ Random Dev Quote


📫 Let's Connect

Actively interviewing — happy to talk ML systems, computer vision, or BI work.

Portfolio LinkedIn

Pinned Loading

  1. MoodTune- MoodTune- Public

    A real-time Streamlit web application that detects user emotions via webcam using DeepFace and generates personalized Spotify playlists using the Spotipy API

    Python

  2. Phishing-URL-Detector- Phishing-URL-Detector- Public

    ML-powered phishing URL detector using engineered URL features, Random Forest, FastAPI, and real-time threat classification.

    Python

  3. Resume-ATS-Scorer Resume-ATS-Scorer Public

    ATS resume scoring platform using NLP, TF-IDF, keyword matching, and FastAPI to optimize job application success.

    Python

  4. Stock-Price-LSTM-Dashboard Stock-Price-LSTM-Dashboard Public

    An interactive web application built with Streamlit/Dash to visualize and forecast stock market trends using deep learning.

    Python

  5. VERITAS-Fake-News-Detector VERITAS-Fake-News-Detector Public

    VERITAS is an NLP-powered fake news detection platform that classifies news articles as REAL or FAKE using TF-IDF and Logistic Regression, deployed through FastAPI with explainable AI insights and …

    HTML

  6. Credit-Card-Fraud-Detection- Credit-Card-Fraud-Detection- Public

    Production-grade Credit Card Fraud Detection system using Logistic Regression, Random Forest, XGBoost, SMOTE, and FastAPI for real-time fraud prediction.

    Python