Projects & Persona
Enterprise Applications, Institutional Systems, AI Research & Personal Ecosystem
Serea — AI Workspace for Documents
Next.js • Llama.cpp • RAG • GGUF
SECTION ONE
Institutional & Production Projects
Enterprise systems, university platforms, production SaaS, and applied AI research
iTantra — Offline Multilingual Voice Mesh Platform
Edge AI • 99.92% Bandwidth Savings • 10 Indian Languages • Wi-Fi Direct / BLE Mesh • 86-Byte Frame- ▪ Architected iTantra, an ultra-low-bandwidth, zero-cloud, 100% offline voice transceiver platform designed to maintain uninterrupted voice-in / voice-out communications during telecom blackouts, natural disasters, and tactical off-grid operations.
- ▪ Engineered an on-device Edge AI pipeline: quantized Whisper/Sherpa-ONNX STT ➔ neural text serialization ➔ 86-byte binary mesh frame (99.92% bandwidth savings over raw 112KB audio) over Wi-Fi Direct P2P & BLE 5.0 RFCOMM ➔ offline multilingual translation ➔ fast neural TTS (FastSpeech2/Piper) delivering <180ms same-language and <950ms cross-language audio playback.
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Implemented full bidirectional translation across 10 Indian Scheduled Languages + English, Priority 0 Emergency SOS with non-interruptible
STREAM_ALARMoverride, a 3-Stage ACK Matrix (RECEIVED,TTS_STARTED,HEARD), and an 18.8 MB standalone APK operating under 120 MB RAM via dynamic LRU paging.
JNTU-GV Official College Website & CMS
Team Lead • TanStack • Vite • Drizzle ORM • PostgreSQL • Offline RAG Bot- ▪ Led a team of 4 developers to architect, design, and deploy the official website and comprehensive Content Management System (CMS) for JNTU-GV College of Engineering (jntugvcev.edu.in).
- ▪ Engineered a robust multi-role, multi-user administrative architecture with granular permissions, inline content scripting, dynamic department portals, examination notices, syllabus repositories, and student service workflows.
- ▪ Integrated an offline database-powered RAG AI chatbot that helps students instantly retrieve academic notices, department info, admissions details, and exam updates in natural language with high UI/UX polish.
Uni-LMS — AI-Powered Learning Management Platform
Next.js • Capacitor • PostgreSQL • Tailwind CSS • REST APIs • AI Grading- ▪ Architected and built a complete AI-enabled enterprise Learning Management System (ulms.qubitedge.in) for Qubitedge, supporting end-to-end management of internships, workshops, bootcamps, certifications, assessments, structured learning paths, and course cohorts.
- ▪ Built cross-platform responsive web and mobile applications using Next.js and Capacitor; deployed across live bootcamps powering automated AI grading, submission evaluation, and personalized study recommendations for 250+ active students.
- ▪ Implemented complete ERP capabilities: instructor course creation, bulk student onboarding, interactive assignments, analytics dashboards, and automated certificate generation.
Virtual Lab Management System (VLMS)
React • Next.js • Docker • AI Tutors • WebGL • Python • FastAPI • PostgreSQL- ▪ Designed and co-developed an interactive Virtual Laboratory Platform (vlms.qubitedge.in) spanning 10+ technical domains including Artificial Intelligence, Machine Learning, DBMS, Cloud Computing, Web Development, Mathematics, Data Visualization, and Quantum Computing.
- ▪ Built browser-based isolated sandboxes and WebGL simulations for executing Python, C, Java, and Machine Learning libraries without requiring local environment setup or physical laboratory hardware.
- ▪ Integrated AI tutors, interactive coding notebooks, Dockerized execution runtimes, progress analytics, and automated grading scaling to 1,000+ student learning sessions.
Qubitedge Official Corporate Website
Next.js • React • Custom CMS • SEO • Tailwind CSS • Framer Motion- ▪ Completely redesigned and developed the official corporate website (qubitedge.in) with a custom CMS featuring WordPress-style inline editing, reusable content blocks, case studies, and dynamic service pages.
- ▪ Optimized performance and Core Web Vitals, achieving a 98/100 Lighthouse score and 40% faster load times with smooth animations and enterprise-grade SEO.
SignBridge — Continuous Sign Language Recognition
Elsevier Preprint • MediaPipe • CNN-BiLSTM • Attention • DeepFace • Llama 3.1- ▪ End-to-end SLR framework: MediaPipe Holistic (1,662-dim landmarks) → CNN spatial encoder → BiLSTM-Attention temporal model → CTC decoding; achieved 94.7% word accuracy and 12.3% WER on ISL-50 dataset.
- ▪ Integrated DeepFace emotion recognition + local Llama 3.1 LLM for emotionally-nuanced sentence generation with offline speech synthesis at 28ms/frame (35 FPS) real-time GPU inference.
DSNLU Official Website & ITYukta 2K26 Tech Platforms
Next.js • NestJS • TypeScript • PostgreSQL • Drizzle ORM • Tailwind CSS- ▪ Lead designer & full-stack developer of two official institutional platforms; built scalable NestJS APIs with RBAC, PostgreSQL CMS, admissions workflows, dynamic event modules, and admin dashboards.
- ▪ Handled event registration flows, live notifications, schedules, and technical competitions for 500+ participants with high responsiveness across desktop and mobile.
ClimateChain — Quantum-Secured Environmental Monitoring Platform
1st Published Research Paper (IJSREM) • Next.js • Qiskit • Python • TensorFlow- ▪ Developed ClimateChain (aqvh-2025.vercel.app), a quantum-secured environmental intelligence platform integrating AI, Blockchain security principles, and Quantum Computing algorithms (Qiskit) for tamper-proof data verification.
- ▪ Engineered AI drought prediction models achieving 89% accuracy while processing 10,000+ climate transactions for 1,000+ researchers. Recognized as Top 5 Finalist among 20+ teams at the AP Quantum Valley Hackathon.
- ▪ First Published Research Paper: Authored and published ClimateChain: A Quantum-Secured Blockchain Architecture for Immutable Environmental Monitoring in the International Journal of Scientific Research in Engineering and Management (IJSREM). [Download Published Paper (PDF) →]
University Medical Assistant (LLM-Powered RAG Portal)
Python • FastAPI / Flask • LangChain • PostgreSQL • OpenAI • ChromaDB- ▪ Developed an AI-powered medical assistance platform leveraging Retrieval-Augmented Generation (RAG) to provide students with context-aware health guidance, university medical triage, and symptom classification.
- ▪ Delivered sub-second document retrieval latency and 85% symptom classification accuracy supporting 5,000+ students with instant emergency guidance.
SECTION TWO
Persona — Personal Projects & AI Ecosystem
Autonomous personal agents, productivity copilots, document workspaces, and local AI extensions
Serea — Unified AI Document Workspace & Local LLM Suite
Flutter • Dart • On-Device LLM Brain • iLovePDF + ChatGPT + NotebookLM • Python- ▪ Architected and built Serea, an all-in-one cross-platform AI document workspace for mobile and laptop (Flutter) uniting full PDF utilities (iLovePDF) with intelligent conversational RAG (ChatGPT & NotebookLM).
- ▪ Features an embedded on-device self-LLM brain (running local Ollama & GGUF quantized models including Qwen 3.5 & Llama 3.2), concept-driven semantic search, multi-doc vector chat with exact page citations, and zero cloud telemetry.
- ▪ Integrated an academic powerhouse: automated Question Paper Generator (syllabus-to-exam with marks distribution), Study Book Compiler, MCQ Quiz creator, scanned neural OCR extractor, and visual PDF page organizer.
Echo — AI Communication Copilot (Chrome Extension)
Manifest V3 • React 18 • TypeScript • Local Ollama (Llama 3.2 1B & Qwen 3.5 4B) • Vector Memory- ▪ Created Echo, an intelligent browser extension that integrates directly into web messaging apps (WhatsApp, Instagram, Telegram, Discord, X) to learn your authentic texting style and suggest instant, authentic replies right above your chat box with zero duplicate text insertions.
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Engineered a 3-tier resilient architecture: sub-second local Ollama inference (
llama3.2:1b,nomic-embed-text) with SQLite vector memory, cloud NVIDIA NIM fallback, and an offline "Own Mind" rule-based NLP engine. - ▪
Built a foldable & freely draggable glassmorphic floating toolbar (
Alt+Mminimize, custom coordinate persistence), 1-click draft polisher (Alt+P), thread summarizer (Alt+S), and real-time voice dictation.
Maid — Personal Assistant & Obsidian-Style Mindmap Planner
Flutter • Dart • Force-Directed Graph • Obsidian [[Links]] • Voice Briefing • "Hey Maid"- ▪
Developed Maid, a personalized mobile assistant app built with Flutter combining Obsidian-style linked notes (
//Topic&[[Topic]]), an interactive force-directed knowledge graph with live spring physics (lone notes outer orbit, connected clusters, category filters), and local in-note knowledge maps. - ▪
Engineered a Natural Spoken Voice Briefing Engine delivering scheduled 9:00 AM Morning Plans and 8:00 PM Evening Reviews with screen-wake support (
fullScreenIntent: true) to wake devices when locked/off, animated sound waves, and in-dialog task checklists. - ▪ Integrated hands-free "Hey Maid" continuous wake-word listening, custom time pickers, and the "Colombo" cognitive scheduling engine that analyzes habit velocities for proactive routine optimization.
AweFill — Privacy-First Zero-LLM Smart Form Autofill Extension
Chrome Extension Manifest V3 • React 19 • TypeScript 5.7 • Isolated Shadow DOM • Vite 6- ▪ Engineered AweFill, a 100% offline, air-gapped Chrome extension (Manifest V3) designed to intelligently autofill complex job, university, and scholarship application forms with zero cloud dependencies or token costs.
- ▪ Built a deterministic multi-layer matching engine combining 200+ semantic alias taxonomies, typo-tolerant fuzzy algorithms (Levenshtein, Jaro-Winkler, Sørensen-Dice, Jaccard coefficients), and DOM heading context heuristics with 28/28 verified test scenarios (100% accuracy).
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Designed an isolated Shadow DOM review drawer (
#awefill-overlay-root) to preview and override values before filling, with a Local Correction Memory achieving 98%+ accuracy, automatic credential blacklisting, and a strict zero auto-submit guarantee.