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pranavv1210/README.md
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πŸ‘‹ Who I Am

I'm an AI/ML Engineer and Full Stack Developer based in Bengaluru, available for remote work and freelance projects.

I don't just build models β€” I build products. That means taking an AI idea from raw data all the way to a deployed application that solves a real problem. I work across NLP, Computer Vision, automation pipelines, and full-stack web development, and I'm comfortable owning the entire stack.

What I'm best at:

  • Taking a vague AI problem and turning it into something shippable
  • Building end-to-end ML pipelines β€” data β†’ model β†’ API β†’ UI
  • Integrating AI (pose estimation, LLMs, RAG) into real-world applications
  • Automating workflows that save businesses real time and money

πŸ’Ό Available for: Remote AI/ML roles Β· Freelance AI product builds Β· NLP & Computer Vision consulting


🏍️ Project

A real-time coordination platform built for motorcycle groups β€” from the first meeting point to the last junction.

JourneySync solves the chaos of group riding: scattered WhatsApp threads, no live map sync, lost riders, and zero safety net. Built end-to-end as a cross-platform mobile app.

Flutter Firebase Google Maps SDK FastAPI WebSockets Supabase

Core Features:

  • πŸ—ΊοΈ Live group tracking β€” real-time location sync across the entire ride group on a shared map
  • πŸ“² QR-based lobby onboarding β€” scan once, join the group ride instantly; no manual sharing needed
  • πŸŽ™οΈ Pack intercom with wind noise reduction β€” in-ride voice communication optimized for highway speeds
  • πŸ”οΈ Offline topographic maps β€” full route visibility even in dead zones and remote terrain
  • 🚨 Crash detection + SOS beacon β€” auto-detects falls via sensor fusion and triggers emergency alerts with GPS coordinates

πŸš€ Projects

Turns any smartphone into a clinical-grade cardiac screening tool. Trained on the PhysioNet 2016 dataset (3,240+ heart sound recordings) using mel-spectrogram preprocessing and deep learning, reaching 92.23% AUC β€” then compressed with TensorFlow Lite for real-time, offline, on-device inference.

Python TensorFlow/Keras TensorFlow Lite Librosa OpenCV Streamlit

  • Deep learning on mel-spectrograms achieves 92.23% AUC for heart sound classification
  • TensorFlow Lite optimization cuts model size by 91% (1.33MB β†’ 0.12MB) for real-time mobile inference
  • Streamlit web app with QR-based workflows for offline, mobile-first cardiac screening

NLP-driven recruitment platform that parses, ranks, and semantically matches resumes to job descriptions with explainable, bias-mitigated scoring β€” plus a proactive AI chatbot that gives candidates real-time resume feedback before they apply.

React.js Node.js Hugging Face spaCy Supabase Rasa

  • Semantic JD-to-resume matching with explainable, bias-mitigated candidate scores
  • Proactive AI chatbot delivers real-time resume feedback before submission
  • Collaborative HR dashboard for evaluation and intelligent candidate insights

Real-time Gen-AI pipeline that detects, identifies, and tracks vehicles across citywide CCTV networks β€” restoring unclear footage and forecasting a target's next move to enable fast, intelligent interception.

SAM3 Qwen ImageEdit 2509 LLaMA 3.2 Real-ESRGAN Stable Diffusion CCTV Processing

  • Segmentation-level vehicle isolation (SAM3) combined with clarity restoration via Real-ESRGAN + Stable Diffusion
  • Route-forecasting engine predicts a target vehicle's next junction and ETA
  • Real-time geo-coordinate alerting dashboard built for law enforcement automation

πŸ› οΈ Tech Stack

Languages

Python JavaScript Dart SQL

AI / ML

HuggingFace scikit-learn OpenCV MediaPipe

Frontend

React Next.js Flutter Tailwind CSS

Backend & Databases

Node.js Flask FastAPI MongoDB Supabase Firebase

Automation & Tools

n8n Figma GitHub Actions


πŸ“Š GitHub Stats


πŸ† GitHub Trophies


🐍 Contribution Graph

github-snake

πŸ“ˆ Activity Graph


πŸ’¬ Work With Me

What Details
🌍 Remote AI/ML roles Full-time or contract
πŸ›  Freelance projects AI integration, NLP, CV, automation, full-stack
🀝 Collaborations Open source, research, side projects

Reach me: LinkedIn Β· Portfolio Β· YouTube


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  1. JourneySync-App JourneySync-App Public

    JourneySync is a ride coordination app for bikers to create, discover, and join rides in real time. It includes Gmail login, profile management, nearby ride alerts, ride lobby/live ride tracking, S…

    Dart 8

  2. cardio-guard cardio-guard Public

    Forked from nishchal-11/advaya-26

    AI-powered heart sound classifier using EfficientNet-B0 CNN. Trained on PhysioNet/CinC 2016 β€” classifies heart sounds as Normal/Abnormal with 95.5% sensitivity and 92% AUC-ROC. Features a Gradio we…

    Python 2

  3. gridlock-vehicle-tracking gridlock-vehicle-tracking Public

    Forked from nishchal-11/CmritHackathon

    AI-powered urban security intelligence platform for real-time suspect vehicle tracking using computer vision & geospatial prediction

    Python 2

  4. deep-learning deep-learning Public

    Beginner-friendly deep learning tutorial repo with step-by-step notebooks, examples, exercises, and end-to-end projects.

    Jupyter Notebook 2

  5. machine-learning machine-learning Public

    Beginner-friendly Machine Learning learning repository with step-by-step notebooks, datasets, examples, and projects.

    Jupyter Notebook 2

  6. scikit-learn scikit-learn Public

    Scikit-learn machine learning practice notebooks, datasets, and projects organized by topic.

    Jupyter Notebook 2