Open to AI/ML, Data Science & Software Engineering Opportunities

Building intelligent systems from data, research, and code.

AI/ML Engineer

I'm a Computer Science & Engineering (Data Science) student passionate about machine learning, deep learning, applied research, and building practical intelligent systems. I enjoy turning complex problems into reliable, scalable solutions.

Ahmedabad, India
{
  "name": "Shruti Patel",
  "status": "AI/ML Engineer",
  "education": "VGEC",
  "focus": [
    "Machine Learning",
    "Deep Learning",
    "Generative AI",
    "Agentic AI",
    "Data Science"
  ],
  "research": true,
  "open_to_work": true
}
About

Curious by default, rigorous in execution.

I bridge machine learning, data science, deep learning and software engineering with practical problem solving and applied research. My focus is on building systems that are not only accurate, but useful, reliable and deployable.

SP

Shruti Patel

Ahmedabad, India

B.Tech in Computer Engineering (Data Science)

Vishwakarma Government Engineering College (VGEC)

CGPA
9.67 / 10
Focus
AI/ML & Data Science
Open to
Internships / Full-Time

Machine Learning

Building predictive models and intelligent systems.

Deep Learning

Working with neural architectures for complex real-world problems.

Data Science

Transforming raw data into meaningful insights and predictive solutions.

AI Research

Exploring novel architectures and applying research to practical systems.

Education

Strong fundamentals, continuous learning.

  1. 2023 – Present

    B.Tech in Computer Engineering (Data Science)

    Vishwakarma Government Engineering College (VGEC)

    CGPA: 9.67 / 10

  2. 2022 – 2023

    Higher Secondary — Class 12

    GSEB

    Percentage: 76.67

  3. 2020 – 2021

    Secondary — Class 10

    GSEB

    Percentage: 93.83

Skills

Built for intelligent systems and modern engineering.

From experimentation and modeling to deployment and production-ready applications.

Programming

  • Python
  • C++
  • SQL
  • JavaScript
  • Java

Machine Learning

  • Scikit-learn
  • Supervised Learning
  • Unsupervised Learning
  • Model Evaluation
  • Feature Engineering
  • Ensemble Learning
  • MLOps

Deep Learning

  • TensorFlow
  • Keras
  • LSTM
  • BiLSTM
  • GRU
  • CNN
  • Attention Mechanisms
  • Transformer
  • Fine Tuning
  • Transfer Learning

Generative AI

  • LangChain
  • Large Language Models(LLMs)
  • Retrieval-Augmented Generation (RAG)
  • Hugging Face
  • Vector Databases
  • Chroma DB
  • FAISS
  • Tool Calling

Data Science

  • NumPy
  • Pandas
  • Matplotlib
  • EDA
  • Feature Engineering
  • Time-Series Analysis
  • Statistical testing

Web & Backend

  • React
  • Node.js
  • Express.js
  • REST APIs
  • MongoDB
  • JWT

Tools & Platforms

  • Git
  • GitHub
  • Jupyter
  • Google Colab
  • VS Code
  • Postman
  • Vercel
  • Railway
  • Kaggle
Projects

Research depth. Engineering mindset.

A selection of machine learning, data science and software engineering projects.

FeaturedAI/ML • Deep Learning • Research • Time Series

AeroCare — Aircraft Predictive Maintenance System

A deep learning-based aircraft predictive maintenance system for Remaining Useful Life (RUL) prediction using the NASA CMAPSS multivariate time-series dataset.

  • Proposed GEBiLSTM-Attn architecture for RUL prediction
  • Parallel LSTM, GRU and CNN feature extraction branches
  • Gated Feature Enhancement Layer for improved information flow
  • Attention mechanism for degradation-relevant temporal features
  • Evaluated across NASA CMAPSS FD001–FD004
  • Achieved R² scores up to 0.8893
  • Python
  • TensorFlow
  • Keras
  • BiLSTM
  • LSTM
  • GRU
  • CNN
  • Attention
  • Scikit-learn
  • Pandas
FeaturedMLOps • Machine Learning • Production Monitoring

DriftGuard — Real-Time ML Data Drift Detection System

A production-oriented ML monitoring system that detects data drift in real-time transaction data and automatically flags when a fraud detection model may require retraining.

  • Real-time data drift detection using the Kolmogorov-Smirnov test
  • Monitors 8 XGBoost-selected high-impact features
  • Automatic drift alerts with statistical significance testing
  • XGBoost fraud detection baseline with AUC of 0.977
  • FastAPI REST API with Pydantic validation
  • Interactive Streamlit monitoring dashboard
  • Python
  • XGBoost
  • FastAPI
  • Streamlit
  • Scikit-learn
  • SciPy
  • Pandas
  • Plotly
FeaturedGenerative AI • RAG • Data Intelligence

RAG-powered Financial Copilot

A document intelligence system that combines personal financial analytics with Retrieval-Augmented Generation to provide grounded, personalized financial insights through a natural language interface.

  • RAG pipeline for personalized financial question answering
  • PDF bank statement and CSV expense ingestion
  • Pre-RAG analytics engine for grounded financial metrics
  • Dual-knowledge ChromaDB vector store
  • Gemini-powered response generation
  • Interactive Streamlit dashboard and chat interface
  • Local data storage for improved privacy
  • Python
  • LangChain
  • Gemini
  • RAG
  • ChromaDB
  • Streamlit
  • Pandas
  • PyPDFLoader
  • Embeddings
FeaturedGenerative AI • Transformers • Deep Learning

NeuroText — Transformer Language Model

A custom decoder-style Transformer language model built from scratch with TensorFlow/Keras for next-word prediction and contextual language modeling.

  • Custom Transformer architecture implemented from scratch
  • Multi-Head Self-Attention with causal masking
  • Sinusoidal positional encoding
  • Pre-Normalization Transformer blocks with residual connections
  • Top-1 accuracy of 28.19% and Top-5 accuracy of 51.41%
  • Perplexity of 55.94 on the evaluation set
  • Python
  • TensorFlow
  • Keras
  • Transformers
  • Multi-Head Attention
  • NumPy
  • Matplotlib
  • Google Colab
Full-Stack • MERN • Production

CampusBridge — Student Placement Experience Platform

A production-ready platform that connects juniors with placed seniors through authentic interview experiences, preparation insights and data-driven placement analytics.

  • Live platform used by 10+ real students
  • Real interview experiences shared by placed seniors
  • Company, role, difficulty and topic-based filtering
  • Secure JWT authentication with role-based access control
  • Interactive placement analytics dashboard
  • Anonymous experience sharing for honest feedback
  • RESTful backend with production deployment
  • React.js
  • Tailwind CSS
  • Node.js
  • Express.js
  • MongoDB
  • JWT
  • bcrypt
  • Chart.js
  • Recharts
  • REST APIs
Backend • REST API • MERN

StreamAPI — Video Streaming Backend

A scalable RESTful backend service for a video streaming platform with authentication, video management, social interactions, subscriptions and cloud media storage.

  • JWT-based authentication with secure password hashing
  • Complete video upload, retrieval, update and deletion APIs
  • Likes, dislikes, comments and creator subscriptions
  • Tweet-based micro-posting functionality
  • Cloudinary integration for video storage
  • MongoDB Atlas for persistent data management
  • Pre-configured Postman collection for API testing
  • Node.js
  • Express.js
  • MongoDB
  • MongoDB Atlas
  • JWT
  • bcrypt
  • Cloudinary
  • Postman
  • REST APIs
Research

From experimentation to published research.

Accepted

Adaptive Gated Ensemble BiLSTM with Attention for Aero-Engine RUL Prediction

Research Area
Predictive Maintenance / Deep Learning
Dataset
NASA C-MAPSS
Architecture
BiLSTM + GRU + CNN + Attention + Gating
Publication
JETIA International Journal (Scopus Indexed)

Architecture Pipeline

Sensor Input
LSTM
CNN
GRU
Gating
BiLSTM
Attention Mechanism
RUL
Achievements

Competitions, research and continuous growth.

2026

GTU STEMSpire 2026

Gujarat Technological University

Finalist among competing engineering teams.

2026

AMD Hackathon 2026

AMD

Selected among the Top 10 teams.

2025

Odoo Hackathon 2025

Odoo

Finalist — placed within the Top 250 teams.

2025

Smart India Hackathon 2025

Government of India

Finalist

2025

GirlScript Summer of Code 2025

GirlScript Foundation

Open-source contributor across multiple projects.

2026

Winter of Code 5.0

Open Source Program

Active contributor to open-source repositories.

2024

Dewang Mehta IT Award 2024

Dewang Mehta Foundation

Recognised for excellence in Vishwakarma Government Engineering College.

Highlighted achievement
2025

Published Research Paper

JETIA International Journal

Peer-reviewed research on aero-engine RUL prediction.

Highlighted achievement
Coding

Always building. Always solving.

200+

Problems Solved

10+

Projects Built

1

Research Publications

7+

Hackathons & Competitions

Contribution Activity

last 26 weeks · illustrative
LessMore

Open Source & Contributions

  1. Open Source Contributor

    GirlScript Summer of Code 2025· 2025

    Contributed features and fixes to community-maintained repositories during the program.

  2. Contributor

    Winter of Code 5.0· 2026

    Participated in structured open-source development across multiple issues.

  3. Independent Contributor

    Personal & Community Projects· Ongoing

    Maintaining ML and web projects, and helping with issues in the open-source ecosystem.

Certifications

Certifications

Professional certifications and credentials covering AI/ML, Generative AI, programming, cloud technologies, and open-source contributions.

🏆
Jun 2026

Advanced Learning Algorithms

DeepLearning.AI

Grade: 96.20

Neural Networks

Completed Advanced Learning Algorithms by DeepLearning.AI and Stanford University on Coursera. Covered neural networks, TensorFlow, decision trees, ensemble methods, and best practices for building machine learning models.

🏆
Feb 2026

Supervised Machine Learning: Regression and Classification

DeepLearning.AI

Grade: 99.60

Machine Learning

Completed Stanford University and DeepLearning.AI coursework covering supervised machine learning, linear and logistic regression, gradient descent, and classification techniques using Python and NumPy.

🏆

Inspect Rich Document with Gemini Multimodality and Multimodal RAG

Google

🏆
Jul 2025

Build Real World AI Applications with Gemini and Imagen

Google

🏆
Feb 2024

Microsoft Certified: Azure AI Fundamentals

Microsoft

Azure AI Fundamentals
🏆
March 2026

Winter of Code 5.0

United Latino Students Association

Credential ID: 256d0dc3-d68d-4002-ab85-48f9c5a2c88a

Open Source Contribution
🏆
Nov 2025

Certificate of Appreciation from GirlScript Summer of Code 2025

GSSoC

Open Source Contribution
🏆
Oct 2025

Internal Smart India Hackathon (SIH) 2025 – Certificate of Participation

Gujarat Technological University (GTU)

Selected among the Top 7 teams and waitlisted in Internal Smart India Hackathon (SIH) 2025 for the project "Centralised Digital Platform for Comprehensive student activity record in HEIs".

Contact

Let's build something intelligent.

Open to AI/ML internships, full-time opportunities, research collaborations and interesting engineering projects.