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pallav110/README.md
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Location Focus Status


🧬 Who I Am

class PallavSharma:
    name     = "Pallav Sharma"
    title    = "Applied ML Engineer & Emotion AI Researcher"
    location = "Delhi, India 🇮🇳"

    philosophy = "Technology should enhance human emotions — not replace them."

    def what_i_build(self):
        return {
            "🎭 Core Focus"     : "Emotionally intelligent AI systems",
            "🏭 Deployment"     : "Production-grade ML APIs & cloud-native services",
            "🔬 Research"       : "Transformer architectures & federated learning",
            "💼 Real-World Exp" : "FinTech backends — QuickBooks, Plaid, receipt AI",
        }

    def what_sets_me_apart(self):
        return [
            "Not just prototypes — I ship to production",
            "Hybrid: ML modeling + API engineering + full-stack",
            "Worked on real financial systems (Livingston Adams internship)",
            "89% accuracy SER model + 65% stress reduction in music therapy",
        ]

🚀 Featured Projects

🎭 Voice Emotion Recognition System

89% Accuracy — Real-time production API

  • Custom LSTM architecture on MEL spectrograms
  • Built with PyTorch · Librosa · FastAPI · Docker
  • Deployed for Healthcare & Customer Service
  • Status: ████████░░ 80% — Production API in progress

Repo

🎵 Music Therapy AI — Y.M.I.R

65% Stress Reduction — Emotion-to-music mapping

  • Maps detected emotions to musical features
  • Built with Flutter · TensorFlow Lite · Firebase · Spotify API
  • Target: Mental health support via personalized playlists
  • Status: ██████░░░░ 60% — Beta launch Q3 2025

Repo

🔬 Multilingual Emotion NLP

Cross-lingual emotion detection research

  • Focus: Emotion recognition across language families
  • Collaboration with academic institutions
  • Target: Top-tier research journal publication
  • Status: Ongoing — Active research

🌐 JGM Network

Cinema & entertainment content platform

  • Film analysis & audience engagement for Indian cinema
  • Content delivery architecture & UX optimization
  • Articles like "How Box Office Collections Are Calculated in India"
  • Connects global audiences with the Indian film ecosystem

Platform


💼 Professional Journey

timeline
    title Pallav Sharma — AI & Engineering Evolution

    section Foundation (2020)
        Python & ML Fundamentals
        : First classification models
        : Data science ecosystem

    section NLP Begins (2021)
        First NLP projects
        : Sentiment analysis experiments
        : Flutter cross-platform development

    section Deep Learning (2022)
        Advanced deep learning
        : Speech processing research
        : Neural architecture design

    section Production (2023)
        Livingston Adams Internship
        : QuickBooks + Plaid API integration
        : AI receipt management system
        : Real financial backend engineering
        : SER system — 89% accuracy

    section Applied Research (2024)
        Transformer architectures
        : Federated learning research
        : Y.M.I.R Music Therapy AI
        : JGM Network platform

    section Vision (2025)
        Emotional AI Framework
        : Open source contributions
        : Research publications
        : Production ML systems at scale
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🛠️ Technology Arsenal

🧠 AI / ML

PyTorch TensorFlow scikit-learn HuggingFace Librosa OpenCV

🌐 Backend & APIs

Python FastAPI Django Node.js Flutter

☁️ Cloud & DevOps

Docker Firebase AWS Git


📊 GitHub Stats


🎯 Research Interests

active_research:
  - 🧠 Transformer architectures for emotion understanding
  - 🌐 Federated learning for privacy-preserving AI
  - 🎯 Real-time affective computing systems
  - 🎨 Multimodal emotion recognition (text + speech + visual)
  - 🎵 Algorithmic music therapy & emotional progression modeling

philosophy: >
  At the intersection of AI and human emotion,
  we find the future of technology.

daily_loop: [ Code → Music → Research → Repeat ]
fuel: Coffee and curiosity about human emotions ☕

🤝 Let's Collaborate

I'm actively looking to collaborate on:

  • Emotion AI and affective computing research
  • Production ML systems — deployment, optimization, APIs
  • Mental health tech — music therapy, stress detection
  • Open source projects in NLP / speech processing

Email LinkedIn GitHub


"Technology should enhance human emotions — not replace them."

Pallav Sharma · Delhi, India · Building emotionally intelligent systems

Footer Message

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  1. Y.M.I.R Y.M.I.R Public

    HTML 2 2

  2. resume resume Public

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  3. To-Do-List To-Do-List Public

    A simple to do list that allows the user to add, delete , view and mark their task

    C++

  4. AI-Based-Music-Generator AI-Based-Music-Generator Public

    HTML 1

  5. Digital-Raindrop-Displayer Digital-Raindrop-Displayer Public

    Forked from AetherSparks/Digital-Raindrop-Displayer

    Forked as a contributor :)

    TypeScript 1