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Developing !!

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rsvr76/README.md

Engineering ideas into reliable software.


About Me

I'm an aspiring Software Engineer who enjoys turning real-world problems into practical, reliable software.

I build AI-powered applications, automated pipelines, and backend systems, while exploring how intelligent tools can make complex engineering workflows simpler and more efficient.

I learn by building, competing in hackathons, contributing to open source, and continuously taking on problems that push me to become a better engineer.




Featured Work

Selected projects showcasing AI systems, intelligent automation, machine learning pipelines, and practical software engineering.


πŸ† CAD-to-Quote AI Agent

AI-assisted manufacturing cost estimation system that transforms STEP CAD geometry into an explainable production quote.

The pipeline combines geometry extraction, process routing, stock estimation, machine-learning prediction, cost analysis, confidence estimation, and explainability.

Stack

Python FastAPI OpenCascade Scikit-learn SHAP

View Repository

🚨 Crisis Commander

AI-powered crisis management backend that transforms chaotic voice-based incident reports into structured, actionable workflows.

Uses an LLM to extract actions and urgency, then automates task creation, team notifications, and client communication through external APIs.

Stack

Python FastAPI Gemini API Asana Slack

View Repository

🧠 Novel Backstory Consistency Classification

Long-context narrative reasoning system that determines whether a hypothetical character backstory is consistent with a complete novel.

Combines persistent state, sparse updates, incremental belief formation, semantic embeddings, evidence retrieval, and hybrid neural-rule-based classification.

Stack

Python PyTorch SentenceTransformers Scikit-learn

View Repository

🌊 UrbanFloodBench

Hybrid machine-learning pipeline for autoregressive flood prediction across coupled urban drainage and surface networks.

Combines LightGBM with ARX Ridge models, graph-based features, temporal forecasting, rainfall features, and physics-informed stability constraints.

Stack

Python LightGBM Scikit-learn Pandas NumPy

View Repository


Tech Stack


Programming Languages


Artificial Intelligence & Machine Learning


LLM & AI Systems


Backend & APIs


CI/CD & Automation


Development Tools



Development Activity

Building, experimenting, and contributing across software and AI projects.

GitHub Development Activity



Let's Connect



Contribution Snake

Contribution Snake



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  1. CAD-to-Quote-AI-Agent CAD-to-Quote-AI-Agent Public

    AI-assisted manufacturing cost estimation using STEP CAD processing, 17-feature Random Forest regression, SHAP explainability, prediction intervals, and engineering cost models to generate transpar…

    HTML 1

  2. Crisis-Commander Crisis-Commander Public

    Voice-first crisis management API for SpeakSpace Hackathon. Transforms chaotic emergency voice notes into instant Asana tasks, Slack alerts, and client emails using Gemini AI.

    Python

  3. Novel-Backstory-Consistency-Classification Novel-Backstory-Consistency-Classification Public

    BDH-inspired long-context narrative consistency classification using persistent state, sparse updates, incremental belief formation, and causal trajectory analysis.

    Jupyter Notebook

  4. UrbanFloodBench UrbanFloodBench Public

    Hybrid LightGBM + ARX framework for autoregressive urban flood water-level prediction across coupled 1D drainage and 2D surface networks.

    Jupyter Notebook