varnika = {
    "name"        : "Varnika Mishra",
    "location"    : "Hyderabad, Telangana 🇮🇳",
    "education"   : "B.E. Computer Science @ GLEC (2024–2028) | CGPA 9.05/10",
    "role"        : "Research Lead @ Advanced Academic Centre (AAC), GRIET",
    "focus"       : ["Multimodal AI", "Agentic Orchestration", "Behavioral Intelligence"],
    "languages"   : ["Python 🐍", "Java ☕", "C++", "C", "SQL", "HTML5/CSS3"],
    "Core CS"     : ["DSA", "Operating Systems", "DBMS", "Object Oriented Programming"],
    "frameworks"  : ["React", "FastAPI", "Streamlit", "YOLOv8", "OpenCV", "Scikit-learn"],
    "ai_stack"    : ["Gemini 3 (Vision+Text)", "RAG", "NLP", "CNNs", "Random Forest"],
    "iot"         : ["Arduino", "Sensor Fusion (IR, Ultrasonic, Voltage)"],
    "achievements": [
        "🥉 3rd Place — GDG GLEC Hackathon (out of 522 teams)",
        "🏅 National Finalist — VIVITSU 2026",
        "🏅 15th place in Queue Cure Hackathon - by Wooble (out of 342 teams)"
        "🏅 Top 18 Finalist — Opulence Ideathon (GRIET)",
        "🏅 Top 14 Finalist — Smart Campus Hackathon (200 teams)",
        "🏛️ Presented at Rashtrapati Nilayam on National Science Day 2026",
        "🔬 Validated by T-Works & IIC Regional Meet 2025",
    ],
    "interests"   : ["Vocal Music 🎶", "Contemporary Dance 💃", "Oil Pastel Art 🎨", "Chess ♟️"],
    "quote"       : "Building AI ecosystems that think, see, and act 🚀"
}

ET-AI Hackathon 2026 Submission

Dual-mode, multi-agent AI system built on Gemini 3 Flash and EV Battery Project (formulas) that unifies downstream fleet operations (telemetry, battery health SoH forecasts, OSRM routing) with upstream manufacturing traceability (QMS drift detection and material sourcing intelligence).

Finalist @ Opulence Ideathon (GRIET)

Triple-validation diagnostic engine that simultaneously analyzes text, voice & facial micro-expressions using Gemini 3 to detect cognitive dissonance. Integrates vocal pitch tracking and micro-expression analysis to classify users into behavioral archetypes and wellness stages.

Validated @ T-Works | Showcased @ IIC Regional Meet 2025

Trained a custom YOLOv8 model for structural grammar detection, reducing code-generation latency by 90%+. Hybrid vision pipeline that digitizes hand-drawn flowcharts into formal JSON Graphs.

Upcoming Presentation

Streamlit-based web application designed to automate and de-bias initial resume screening[cite: 4]. Features a Single API Call Strategy that ingests bulk PDF resumes via an uploaded ZIP file, aggregates text into a single data block, and uses Google Gemini to rank candidates solely by project complexity and technical skill depth while actively masking identifying demographic biases.

Finalist @ Smart Campus Hackathon (Vasavi College) — Top 14 of 200

Multimodal Vision OCR to digitize handwritten marksheets into Excel. Includes Syntax Arena — a real-time multiplayer coding lobby with AI-generated logic bosses in a "Stumble Guys" style competition.

15th Place @ Queue Cure Hackathon (by Wooble)

Instant-sync dual-display orchestration dashboard with thread-isolated fragment polling (1-second heartbeat) and a cold-start predictive timeline correction model to automate patient wait-time estimation.

🥉 3rd Place @ GDG GLEC Hackathon — Out of 522 Teams

"Battle Mode" for real-time fare comparison across ride-sharing platforms and e-commerce platforms using OSRM & Nominatim for precise road-distance calculation. Have used API keys like Beautiful soup to get data from e-commerce websites. 3-layer scalable stack with 3D CSS frontend.

Showcased at Rashtrapati Nilayam — National Science Day 2026

94% accuracy Random Forest Regression model to predict EV range and battery health. Custom dataset + voice-assisted AI chatbot for real-time vehicle diagnostics. Presented to national dignitaries.

Gemini International Hackathon

Adaptive UX framework that dynamically restructures its dashboard based on the user's professional profile. Includes Piggy AI (multi-lingual financial assistant), Vantage Juris (legal strategy agent), and Vision-to-Sheet (OCR data extraction).

Google Cloud & Gemini Live Agent Challenge

High-speed "Swiss Army Knife" for UI navigation, creative storytelling, and code optimization using Gemini 3 Flash. Cloud-native architecture with Google Cloud Vertex AI and IAM Service Accounts.

3-stage hardware-software handshake (IR Sensor → Python → Arduino) for zero-latency automation. OpenCV pipeline for real-time occupancy detection and gesture-based emergency alerts.

⚖️ Vantage Juris AI
Legal-Tech Risk Scoring & Strategy AgentSpecialized Compliance & Case Analysis ModuleSpecialized legal-tech risk analysis engine built to parse complex supreme court precedents and statutory frameworks, delivering structured case strategies and legal risk scoring.

💳 Piggy AI
Multi-Lingual Financial Advisory AssistantNational Finalist @ VIVITSU 2026 Voice-assisted, multi-lingual financial assistant utilizing intent-recognition natural language processing to deliver personalized budgeting, expense tracking, and real-time fiscal advisory in regional contexts.

⚔️ Syntax Arena
Real-Time Multiplayer Coding LobbyCore Module of EduNexus AI High-concurrency multiplayer coding battle platform featuring real-time synchronization, live leaderboards, and dynamically generated AI logic bosses designed for competitive peer learning.

Semester Record: S1: 8.86 → S2: 9.02 → S3: 9.25 SGPA 📈

🔬 Research Lead | Advanced Academic Centre (AAC), GRIET

Lead researcher for CodeCanvas at Centre of Excellence · Active AAC Open-Source-Pool contributor

🌐 Core Member | Google Developer Groups (GDG) GLEC

Managed logistics for 522-team hackathon while simultaneously winning 3rd place · Organised 2-day IBM AI/ML Workshop · Led Google Cloud Jam Sessions for Tier-1 status

🎙️ Organising Lead | International Conference on WSN & Ubiquitous Systems

Led 3-day international technical conference · Coordinated sessions for global researchers across WSN tracks

🏛️ Institutional Representative | Rashtrapati Nilayam & T-Works

Presented EV Range Intelligence to national dignitaries on National Science Day 2026 · Showcased CodeCanvas at T-Works and IIC Regional Meet

🎤 Technical Anchor & Speaker

Official anchor for campus-wide international symposiums · Led live technical demos for Lit'era Club & AAC Research initiatives

• 🎵 I sing — vocal music is my creative reset
• 💃 Contemporary dance keeps me grounded between AI experiments
• 🎨 Oil pastel art to visualize what code can't express
• ♟️ Chess trains the same strategic thinking as multi-agent orchestration
• 🤖 I've presented AI models to the President of India's residence and also built multiplayer coding battle games — sometimes both in the same week

"Building AI ecosystems that think, see, and act — one model at a time 🚀"