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kalyan-1845/README.md

🌌 Bhoompally Kalyan Reddy | Systems-Driven AI & Cybersecurity Developer

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🧠 Professional Profile

I am a Systems-Driven Developer focused on building secure, intelligent, and highly scalable solutions. My expertise lies at the intersection of On-Device Artificial Intelligence (Edge LLMs), Real-Time Cybersecurity, and Scalable Full-Stack Architecture.

  • πŸŽ“ Academic Background: B.Tech in Computer Science & Engineering (CGPA: 8.5/10) at ACE Engineering College (2024 - 2028).
  • πŸ“ˆ Proven Code Consistency: Achieved 8,544 contributions in the last year, demonstrating active development cycles and deep technical commitment.
  • πŸ€– Edge AI Advocate: Architecting lightweight, offline-first systems using local LLMs (Gemma, Qwen) to prioritize data privacy.
  • πŸ›‘οΈ Cybersecurity Researcher: Developing real-time threat-detection engines and neural-shield systems to secure application entry points.
  • ⚑ Product Engineer: Bridging the gap between complex research and deployment-ready, highly interactive products.

🌎 Open Source Contributions & Leadership

πŸ› οΈ NSoC '26 (Nexus Spring of Code) | Project Maintainer β€” Lexicon

  • Impact: Selected for this national-level open source program. Managed the core architecture of Lexicon, coordinating 794+ commits, 95 branches, 52 pull requests, and 7 contributor forks.
  • Engineering: Integrated a Groq AI backend with Llama 3.3, implemented dynamic workspace sharing APIs, and automated 60+ production builds on Vercel.
  • Recognition: Ranked #54 on the national NSoC leaderboard.

πŸ‘₯ GirlScript Summer of Code (GSSoC) & Social Summer of Code (SSoC Season 5) | Official Contributor

  • Focus: Collaborated on national-level open source repositories. Partnered with mentors and developers across India to build robust front-end interfaces, optimize backend routing, and resolve system bottlenecks.

πŸ“ Research & Publications

🚨 Sarathi: A Smart Emergency Location Sharing & Navigation System

  • Journal: International Journal of Advanced Research in Science, Communication and Technology (IJARSCT) | March 2026
  • Core Contribution: Proposed and developed a smart SOS routing architecture that reduces response times by up to 30% by dynamically assigning emergency vehicles to the nearest available hospital/police station based on real-time traffic density and high-priority dispatch systems.
  • Links: Research Gate Reference | Sarathi GitHub Repo

πŸš€ Flagship Projects (Real-World Impact)

πŸ’» AuraCore AI | Autonomous Command Dashboard

Orchestrating local multi-agent systems with zero external API dependencies.

  • Multi-Agent Engine: Spearheaded the architecture of a local multi-agent system, orchestrating 3 specialized CrewAI agents (research, writing, execution) to automate task workflows.
  • RAG Pipeline: Designed a high-performance Retrieval-Augmented Generation (RAG) system, decreasing document retrieval latency by 45% across 500+ local documents.
  • Performance: Successfully processed 100+ daily test queries with a 98% system uptime.
  • Tech Stack: CrewAI, Ollama, FastAPI, Next.js, SQLite, Docker

πŸ€– OmniAgent | Privacy-First Offline AI

Executing LLMs at the edge with real-time cybersecurity protocols.

  • Core Architecture: Native on-device execution of Qwen (0.5B/1.5B) and Gemma (1.8B) models with zero latency or cloud dependencies.
  • Neural Shield: Built an asynchronous background analyzer that scans incoming links and traffic in real-time, detecting phishing and malicious inputs before they reach the user.
  • Tech Stack: Flutter (Android), Python, Local LLMs (ONNX/Llama.cpp), Secure Storage

πŸ”Š BKR 2.0 | Private Offline Voice Assistant (20+ ⭐)

Low-latency, privacy-first local assistant.

  • Local Speech Pipeline: Built an offline voice interface combining Vosk (STT) and Piper (TTS) with local LLMs, guaranteeing data privacy.
  • Performance: Optimized local audio processing to achieve speech-to-text response generation under 200 milliseconds on consumer hardware.
  • Tech Stack: Python, Ollama, Vosk, Piper, Local API Server

πŸ“„ DocuShrink AI | Serverless Document Suite (25+ ⭐)

Client-side document processing and OCR.

  • Serverless OCR: Deployed a client-side suite of 10 document tools processing offline text recognition (OCR) across 13 languages.
  • Tech Stack: React.js, TypeScript, Tesseract.js, PWA | Live Site

πŸ›‘οΈ Kovixa & NeuralGuard | Cybersecurity Auditing (15+ ⭐)

Process monitoring and threat analysis framework.

  • System Defense: Designed a high-performance monitor in C++ hooked into local process execution events to flag system anomalies and mitigate threats.
  • Tech Stack: C++, Threat Analysis API, Local Process Auditing

πŸ› οΈ Technology Stack & Expertise

Languages Frontend & UI Backend & AI/ML Cloud & Tools






















πŸ“Š Highlighted Engineering Metrics

A custom dashboard reflecting my actual development highlights and performance benchmarks:

Metric Target / Impact Status
πŸ’» GitHub Contributions 8,544 contributions in the last year Highly Active
πŸ‘₯ Open Source Influence Maintainer for Lexicon (794+ commits, 95 branches) Ranked #54 NSoC
πŸ€– AuraCore AI Uptime 98% platform uptime across 100+ daily queries Stable
πŸ›‘οΈ Neural Guard Latency < 200ms audio processing / Vosk pipeline Optimized
⚑ RAG Search Latency 45% decrease in local document retrieval Active
πŸ“ Academic Papers 1 Published Paper (IJARSCT 2026) Completed

πŸ“ˆ GitHub Activity & Statistics

Kalyan's GitHub Stats Kalyan's Streak Stats

Top Languages


πŸ† Key Achievements & Certifications

  • GitHub Consistency: Logged 8,544 contributions in 2026 alone.
  • Competitive Coding: Ranked Top 4 / 200+ in the ACE Code Sprint 2026.
  • National Hackathons: Ranked Top 7 in the KL University National Hackathon.
  • IIT Bombay: Certified in Python Programming.
  • Claude AI Professional: Certified by Anthropic.
  • OutSkill: Certified in Generative AI Mastery.

⚑ Developer Philosophy

"I believe that code should not only be efficient and secure but should also solve genuine human challenges. The most powerful systems are those that protect user privacy while delivering seamless, high-performance user experiences."

Pinned Loading

  1. ai-avatar-studio ai-avatar-studio Public

    🎭 Dynamic AI avatar generation and customization studio leveraging deep learning generative models and React.

    JavaScript 1

  2. frnd.ai frnd.ai Public

    πŸ€– Private, local-first multilingual voice assistant for Windows powered by Python, Vosk STT, Piper TTS, and MediaPipe.

    Python 1

  3. AuraCore AuraCore Public

    🌌 Local-first multi-agent task orchestrator dashboard powered by Next.js 15, FastAPI, CrewAI, and local LLMs.

    TypeScript

  4. NeuralGuard NeuralGuard Public

    πŸ›‘οΈ Real-time local threat detection and system auditing framework for Android powered by Kotlin, Jetpack Compose, and offline GGUF models.

    C++ 1