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Rugved626/README.md

🟣 About Me

I engineer intelligent, production-grade software β€” systems that don't just run,
but reason. My work sits at the intersection of Agentic AI, full-stack
engineering, and data-driven product thinking.
  • 🧠 Focused on Agentic AI systems, LLM-integrated applications, and autonomous automation pipelines
  • πŸ—οΈ Full-stack builder β€” Flask backends, interactive dashboards, and REST API-driven architectures
  • πŸ“Š Strong foundation in data analytics, EDA, and predictive modeling using Pandas, NumPy, and Scikit-Learn
  • 🎯 Product-engineering mindset β€” I build tools that solve real business problems, not just demos
  • πŸŽ“ B.Tech in Artificial Intelligence & Data Science, Government College of Engineering, Kolhapur (Expected 2027)
πŸ”­ Open To
  • Software Engineering Internships / New Grad Roles
  • AI/ML Engineering Opportunities
  • Agentic AI & LLM Application Development
  • Open Source Collaboration

🟣 Tech Stack

Languages

Python JavaScript HTML5 CSS3 SQL

Frontend

HTML CSS JavaScript

Backend & Databases

Flask MySQL PostgreSQL MongoDB SQLite

Cloud, DevOps & Tooling

Docker Git GitHub GitHub Actions AWS Tableau


🟣 AI / ML Expertise

Domain Proficiency Details
Agentic AI Systems β­β­β­β­β˜† Designing autonomous, multi-step AI pipelines with scheduled monitoring and reporting
LLM Integration β­β­β­β­β˜† Integrated Groq LLaMA 3 for insight generation, summarization, and automated reporting
Machine Learning β­β­β­β­β˜† Regression, Random Forest, feature engineering, model evaluation (MAE, RMSE, RΒ²)
Prompt Engineering β­β­β­β˜†β˜† Structured prompting for consistent, production-ready LLM outputs
Data Analytics & EDA ⭐⭐⭐⭐⭐ End-to-end EDA, preprocessing, and visualization on large real-world datasets
Business Intelligence β­β­β­β­β˜† Tableau dashboards for KPI tracking and business reporting

🟣 Featured Projects

πŸš€ SpyLens β€” Agentic AI Competitor Intelligence Platform

An agentic AI platform that autonomously monitors startup competitors via GitHub activity and website updates, generating actionable intelligence reports.

Category Details
Stack Python, Flask, Groq LLaMA 3, GitHub API, BeautifulSoup, SQLite, Docker
Scale Multi-source data pipeline with automated scheduling
Performance Continuous monitoring via APScheduler-driven workflows
Security Containerized deployment isolating service dependencies
Impact Automated weekly intelligence summaries, reducing manual competitor research
Repository View Repository

Built an agentic AI platform integrating GitHub REST APIs and web scraping pipelines to gather competitor intelligence, with Groq LLaMA 3 generating opportunity reports and weekly summaries. Includes an interactive Flask dashboard backed by SQLite for competitor management and report visualization, containerized and deployed with Docker.

Live Demo: SpyLens Demo

πŸš€ AI-Powered CI/CD Monitoring & Debugging System

An autonomous DevOps system that uses AI to monitor pipelines and explain failures in natural language.

Category Details
Stack Python, Flask, SQLite, GitHub Actions, LLM Integration
Scale Pipeline-wide monitoring across CI/CD workflows
Performance Real-time failure detection and root-cause analysis
Security Read-scoped GitHub Actions integration
Impact Automated GitHub issue creation for failed builds with AI-generated root-cause reports
Repository View Repository

Implemented AI-powered failure analysis to translate CI/CD errors into natural language explanations, with a live Flask + SQLite dashboard for pipeline health monitoring.

πŸš€ GCOEK Admission Assistant

A centralized admission guidance platform for prospective engineering students.

Category Details
Stack Python, Flask, HTML, CSS, JavaScript, SQLite
Scale Single-institution admissions data platform
Performance Fast search and navigation across admission datasets
Security Structured Flask backend with SQLite data management
Impact Reduced information discovery time by consolidating admission resources
Repository View Repository

Streamlined access to eligibility criteria, seat matrix, admission procedures, and college information through interactive navigation and search capabilities.

πŸš€ Result Analysis & Certificate Generator System

An automated academic result analysis and certificate generation platform.

Category Details
Stack HTML, JavaScript, XLSX.js
Scale Institution-wide student record processing
Performance Dynamic Excel dataset processing at scale
Security Client-side data processing, no external transmission
Impact Automated certificate creation, reducing manual reporting effort
Repository β€”

Processed Excel datasets dynamically to generate university-style marksheets and certificates, with subject-wise performance analysis and visualization.


🟣 Experience

Intern Β· Yuvaa (Remote) Jul 2025 – Aug 2025

Collaborated with cross-functional teams to analyze business challenges and recommend technology-driven solutions.

  • Organized datasets, reports, and documentation supporting project execution and decision-making
  • Participated in workshops and presented analytical/project findings
  • Assisted in research, documentation, and process optimization initiatives
  • Explored emerging technologies to improve internal workflows and efficiency

Business Analysis Documentation Process Optimization Cross-functional Collaboration


🟣 Achievements

Recognition Details
πŸ† Project Portfolio Built and deployed 4+ end-to-end AI, Data Analytics, and Software Engineering projects
πŸ† Agentic AI Development Developed applications integrating LLMs, APIs, automation workflows, and web scraping
πŸ† Predictive Modeling Built ML models (Regression, Random Forest) evaluated with MAE, RMSE, and RΒ²
πŸ† DSA Practice Actively practices Data Structures & Algorithms using Python and LeetCode

🟣 Certifications

AWS

AWS Solutions Architecture AWS Cloud Club

Oracle

Oracle GenAI

Other Providers

Deloitte Tata


🟣 GitHub Analytics


🟣 GitHub Trophies


🟣 Contribution Activity


🟣 Current Focus

Learning:
  - Advanced Agentic AI architectures
  - LLM orchestration & multi-agent systems
  - Cloud-native deployment (AWS, Docker)

Building:
  - SpyLens (Agentic AI Competitor Intelligence Platform)
  - AI-Powered CI/CD Monitoring & Debugging System

Exploring:
  - Retrieval-Augmented Generation (RAG)
  - Scalable full-stack architectures for AI products

Open To:
  - Software Engineering / AI Engineering Roles
  - Open Source Collaboration

🟣 Connect With Me

Gmail LinkedIn GitHub Portfolio


"Building systems that reason, not just run."

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