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Riti04/README.md


> whoami

name:      Riti Kant Juhi
degree:    B.Tech CSE @ IEM, Kolkata
batch:     2023 – 2027
cgpa:      9.24 / 10
focus:
  - Deep Learning & Generative AI
  - Android Development (Kotlin)
  - Federated Learning & Privacy AI
  - DSA — 300+ problems solved
status:    Open to opportunities ✦

LinkedIn LeetCode GFG Codeforces visitors


Typing SVG

⬡ Projects

Click any badge to visit the repository


01   🔬 SkinARTify — AI Skin Disease Detection

AI-powered platform that classifies skin lesions from uploaded images using a fine-tuned DenseNet model, returning real-time predictions with confidence scores through a FastAPI backend deployed on HuggingFace.

Stack  →  Python · DenseNet · FastAPI · HuggingFace · TypeScript · Vercel

Repo

02   📱 MyRecipe — Android Recipe App

A Kotlin-first Android application built with Jetpack Compose and MVVM architecture. Fetches recipes dynamically from REST APIs using Retrofit with clean ViewModel separation and reactive UI state.

Stack  →  Kotlin · Jetpack Compose · MVVM · Retrofit · ViewModel · REST API

Repo

03   🏥 Federated Learning — Patient Stratification

Explores federated learning as a privacy-preserving approach to personalized patient stratification and disease prediction — enabling tailored medical decisions with zero raw data exposure.

Stack  →  Python · NumPy · Pandas · Scikit-Learn

Repo

04   👤 Face Recognition — COMSYS

Benchmarks EfficientNetB3, ResNet50, and MobileNetV2 for face recognition under challenging real-world conditions (blur, low-light, noise) via transfer learning, with a focus on accuracy-vs-computation trade-offs.

Stack  →  Python · EfficientNetB3 · ResNet50 · MobileNetV2 · Transfer Learning

Repo

⬡ Research
Paper Generative AI in Voice Transcription: A Comprehensive Survey
Venue IEMECON 2025 — IEM GenAI CoE Research Community
Status ✅ Presented — December 2025
Topic LLMs · Generative AI · Voice & Speech Processing

⬡ Stack

Domain Technologies
Languages Python Kotlin Java C++ SQL
AI / ML TensorFlow PyTorch scikit-learn HuggingFace OpenCV
Android Jetpack Compose Android Retrofit
Backend FastAPI REST API
Tools Git Vercel Figma

⬡ Milestones

2025 Dec  ──  Presented at IEMECON 2025 (IEM GenAI CoE)
2024      ──  Session's Best Paper — ICELT 2024
2025–26   ──  PwC Women Leadership Development Program
2025      ──  NPTEL Cloud Computing Certification
2025      ──  Mastering GenAI & ChatGPT — GFG Certification
ongoing   ──  300+ DSA problems solved — LeetCode & GFG

◈ Analytics

 

✦   "Building at the intersection of AI, health, and mobile."   ✦

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  1. Face_Recognition_COMSYS Face_Recognition_COMSYS Public

    Jupyter Notebook

  2. Team-HackART/skinartify-backend Team-HackART/skinartify-backend Public

    The official backend API for SkinARTify. This service, built with Node.js and Python, handles image processing and runs a fine-tuned DenseNet121 model to perform skin lesion classification.

    Python 1

  3. federated_learning federated_learning Public

    Federated Learning for Personalized Patient Stratification & Disease Prediction

    Jupyter Notebook

  4. MyRecipe MyRecipe Public

    Kotlin

  5. Intelligent-Talent-Acquisition-Assistant Intelligent-Talent-Acquisition-Assistant Public

  6. SIH SIH Public

    TypeScript