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JMR825/README.md

Hi, I'm Janhavi Rathod πŸ‘‹

Software Engineer | C++ & Python | DSA | SQL | React | AI/ML

I'm an Information Science & Engineering student focused on building practical software and AI/ML applications.

I enjoy solving problems with C++, working with Python and SQL, building applications with React, and applying Machine Learning and Deep Learning to real-world problems.

  • πŸ’» Practicing Data Structures & Algorithms in C++
  • 🐍 Working with Python for ML, data processing and applications
  • πŸ—„οΈ Strengthening SQL and database fundamentals
  • βš›οΈ Building applications with React
  • πŸ€– Building and experimenting with Machine Learning & Deep Learning
  • 🧠 Interested in AI-powered software applications
  • πŸš€ Open to Software Engineer, SDE, AI/ML and Junior Developer opportunities

πŸ› οΈ Skills

Programming Languages

C++ β€’ Python β€’ Java β€’ C β€’ JavaScript β€’ TypeScript β€’ SQL

Computer Science

Data Structures & Algorithms β€’ OOP β€’ DBMS β€’ Problem Solving

Development

React β€’ Vite β€’ HTML β€’ CSS β€’ REST APIs β€’ Git β€’ GitHub β€’ Docker

Machine Learning & AI

scikit-learn β€’ PyTorch β€’ TensorFlow β€’ pandas β€’ NumPy

Regression β€’ Classification β€’ Feature Engineering β€’ Model Evaluation
CNNs β€’ LSTMs β€’ NLP β€’ Computer Vision β€’ Embeddings


πŸš€ Featured Projects

πŸ“š GradeSmart AI

AI-powered assessment and grading platform

A full-stack AI application designed to automate assessment workflows and provide intelligent grading and feedback.

Highlights

  • Automated assessment and grading workflows
  • OCR-based processing for image submissions
  • Semantic similarity for answer evaluation
  • LLM-powered feedback generation
  • React-based frontend
  • API-driven application architecture
  • Input validation and testing

πŸ”— View Repository


πŸ“ˆ FinOptima

AI-powered financial analysis and portfolio optimization platform

A machine-learning based financial application combining prediction, clustering and portfolio optimization.

Highlights

  • Market-data processing and feature engineering
  • Regression-based financial prediction
  • Random Forest and LSTM experimentation
  • KMeans clustering
  • Portfolio optimization
  • Risk and performance analysis
  • Interactive web interface

πŸ”— View Repository


βš”οΈ Algorithmic Quest β€” DSA in C++

My ongoing Data Structures & Algorithms practice repository

A structured collection of C++ solutions focused on interview problem-solving patterns.

Topics

  • Arrays
  • Strings
  • Hashing
  • Linked Lists
  • Two Pointers
  • Prefix Sums
  • Sorting
  • Searching
  • Recursion
  • Stack & Queue
  • Trees
  • Graphs
  • Greedy
  • Dynamic Programming

πŸ”— View Repository


🧠 Machine Learning & Deep Learning Experiments

iNeuBytes AI/ML Internship

Practical ML/DL experimentation covering computer vision and NLP.

Highlights

  • CIFAR-10 image classification using CNNs
  • Data augmentation experiments
  • Model-depth experiments
  • Overfitting diagnosis
  • Confusion-matrix analysis
  • IMDb sentiment analysis
  • TF-IDF + classical ML models
  • LSTM-based sentiment classification
  • Model comparison and error analysis

πŸ”— View Repository


πŸ›οΈ CivicPulse-AI

AI-powered civic engagement platform

An AI-enabled application focused on civic participation, public issues and intelligent interaction.

πŸ”— View Repository


πŸ“Š What I'm Currently Working On

                    SOFTWARE ENGINEERING
                           β”‚
             β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
             β”‚             β”‚             β”‚
           C++            SQL          Python
             β”‚             β”‚             β”‚
            DSA       Databases        ML/AI
             β”‚                           β”‚
             β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                           β”‚
                         React
                           β”‚
                    AI-powered Apps

Pinned Loading

  1. FinOptima FinOptima Public

    FinOptima β€” AI-powered portfolio optimization platform that fetches live market data, predicts stock returns with ML, clusters similar assets, and generates optimized portfolio allocations in an in…

    Python 2

  2. algorithmic-quest algorithmic-quest Public

    A automated workspace tracking my progressive journey through Data Structures and Algorithms (DSA) across competitive programming landscapes.

    C++ 2

  3. CivicPulse-AI CivicPulse-AI Public

    An AI-powered civic crisis reporting and resolution platform that connects citizens with municipal governments. Built with Next.js, Firebase, and Google Gemini AI.

    TypeScript 2

  4. gradesmart-ai gradesmart-ai Public

    Auto-grade short answers for Online prep courses.

    JavaScript 2