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kvb1201/README.md

Hi, I'm Kavya 👋

B.Tech Artificial Intelligence student at SVNIT Surat focused on building backend-driven AI systems, scalable APIs, and optimization-focused platforms.

I enjoy designing workflow-oriented architectures, integrating machine learning into production-style systems, and building applications that balance engineering reliability with real-world usability.


Tech Stack

Languages

C C++ Python JavaScript

Backend & APIs

FastAPI Django REST Express Node.js

AI / ML

Scikit-learn NumPy Pandas

Databases & Tools

SQL MongoDB Docker Git


Areas of Interest

  • Backend Engineering
  • AI Systems
  • Workflow Automation
  • Recommendation Systems
  • Optimization Algorithms
  • Distributed Systems (learning)

Featured Projects

LogiFlow — Multimodal AI Logistics Optimization

AI-powered logistics optimization platform supporting multimodal routing with delay prediction, traffic analysis, and explainable route reasoning.

Highlights

  • Dynamic route ranking using weather, traffic, and delay-risk analysis
  • CatBoost-based delay prediction model achieving 0.77 ROC-AUC
  • Explainable AI reasoning pipeline using Gemini
  • Real-time API integration for logistics optimization workflows

Stack

FastAPI Next.js CatBoost Gemini TomTom API

Links


AirHelp — AI Airport Assistance Platform

Built during a 24-hour hackathon, AirHelp is a multilingual AI airport assistant designed for passenger support, airport navigation, and contextual travel assistance.

Highlights

  • Designed semantic context engine for contextual query understanding
  • Acted as system orchestrator for backend AI workflow integration
  • Integrated Whisper speech-to-text with conversational AI backend
  • Supported multilingual and voice-based passenger interaction workflows

Stack

FastAPI Whisper Gemma Next.js Multilingual AI

Links


MindSettler — Counseling Session Booking Platform

Secure backend-driven counseling session management platform with approval workflows and scheduling APIs.

Highlights

  • Role-based booking and counselor approval workflow
  • REST API architecture for secure multi-user scheduling
  • Normalized relational database schema for workflow extensibility

Stack

Django REST SQL

Links


G-TRISP Vehicle Analytics

Automated analytics and reporting system for telemetry and operational datasets.

Highlights

  • Structured telemetry data processing and summarization
  • CLI-based automated reporting workflows
  • Modular analytics generation utilities

Stack

Python Pandas Automation

Links


G-TRISP Crash Parser

Crash log parsing and diagnostics system for structured debugging workflows.

Highlights

  • Automated extraction of structured diagnostic information
  • Modular parser utilities for crash trace analysis
  • Formatted debugging and reporting pipeline

Stack

Python Parsing Log Processing

Links


Current Focus

  • Building scalable backend systems
  • AI workflow orchestration
  • Optimization-driven architectures
  • Production-oriented AI integrations
  • System design and backend scalability

Connect With Me

Pinned Loading

  1. LogiFlow-Solution-Challenge-2026 LogiFlow-Solution-Challenge-2026 Public

    LogiFlow is a multi-modal logistics optimization system that intelligently compares road, rail, air, and water transport to recommend the most efficient route based on cost, time, and risk. It comb…

    Python 2 1

  2. AirHelp-AI-Airport-Assistant AirHelp-AI-Airport-Assistant Public

    AI-powered multilingual airport assistance platform built during a 24-hour hackathon. Designed backend AI orchestration workflows, semantic context engine, and voice-based passenger support system …

    C++ 3

  3. atomquest-portal atomquest-portal Public

    Enterprise performance governance platform with goal management, quarterly check-ins, analytics, audit trails, and KPI cascading.

    TypeScript

  4. gtrisp-vehicle-analytics gtrisp-vehicle-analytics Public

    Vehicle analytics and reporting pipeline for processing telemetry and operational datasets with automated CLI-based analysis, summarization, and formatted report generation utilities.

    Python

  5. Mindsettler-Backend Mindsettler-Backend Public

    Workflow-driven Django REST backend for MindSettler, a mental wellness counseling session booking platform with stateful session lifecycle and approvals.

    JavaScript

  6. RangRiti RangRiti Public

    Forked from Ojas-Srivastava05/RangRiti

    🇮🇳 Bridging Tradition and Technology to Celebrate Indian Art

    HTML