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ManuAnand3003/README.md

Hi, I'm Anand V P 👋

AI/ML Engineer · Full-Stack Builder · Prompt Engineer

Final-year BCA student at Yenepoya Deemed to be University. Currently completing an IBM internship — building production-grade AI systems.

Email X LinkedIn GitHub Portfolio


🚀 About Me

I learn by building — every project here started as a question I didn't know the answer to yet. I thrive at the intersection of AI/ML, full-stack engineering, and design, and I'm passionate about making intelligent systems that are actually useful and beautiful to use.

  • 🧠 Currently: IBM internship at Bhartiya City, Bangalore — building and presenting production AI systems
  • 🔬 Exploring: Deep learning, continual learning, transformer models, generative AI
  • 🎮 Also into: UI/UX, game design, generative art, 3D with Blender
  • 💡 Philosophy: Vibe-coding is a superpower — but understanding the math underneath makes it unstoppable

🏗️ Featured Projects

🧠 EmoVision — Real-Time Facial Emotion Detection IBM Internship

FastAPI · DeepFace · RetinaFace · ONNX · WebSockets · Vanilla JS

Real-time multi-face emotion detection from live camera and image uploads. Features a 5-frame temporal smoothing pipeline, 55/45 ONNX ensemble blending, IoU-based face tracking, and a continual learning trainer using Elastic Weight Consolidation (EWC) with Fisher Information Matrix to prevent catastrophic forgetting.

Repo


👁 VisionCaption — AI Image Captioning System IBM Internship

FastAPI · BLIP (470M params) · Vision Transformer · HuggingFace · WebSockets

Generates natural language captions for any image using Salesforce BLIP (ViT-L/16 encoder + 12-layer causal decoder). Supports beam search, nucleus sampling, greedy decode, attention heatmap visualization, and live webcam streaming with typewriter-effect captions.

Repo


📩 Spam Sentry — Spam Classification Pipeline

scikit-learn · SMOTE · Streamlit · NLP

Classifies SMS/email messages as spam or ham with a modular ML pipeline. Evaluates Naive Bayes, SVM, and Random Forest — handles class imbalance using SMOTE and class weighting. Interactive Streamlit web app for real-time predictions.

Repo


🌌 Nebula Canvas — Offline-First Productivity Hub

Next.js 15 · TypeScript · Tailwind CSS · HTML5 Canvas · PWA

Unified drawing, notes, and task management app — fully offline-first, zero backend. Particle-based animated hero with mouse-driven constellations, fullscreen drawing viewer, and PWA support for installation across devices.

Repo


🎓 Yenepoya Nexus — AI-Powered Institute Portal

Next.js 14 · Firebase · Genkit · Gemini · TypeScript

Role-based institute portal for admin, faculty, and students — with dashboards, announcements, academic records, and AI-powered attendance analytics using Genkit + Gemini 2.0 Flash to surface at-risk students.

Repo


🤖 Nova AI — Personal AI Assistant

Flask · Google Gemini · Stable Diffusion XL · Python

A privacy-first personal AI assistant — chat, vision, sentiment analysis, image generation, and voice I/O. No external data leaks, no third-party dependencies. Inspired by JARVIS, TARS, and Cortana. A living project that grows with me.

Repo


🛠️ Tech Stack

Languages

Python JavaScript TypeScript Java C# C++ HTML/CSS

AI / ML

TensorFlow PyTorch HuggingFace scikit-learn ONNX

Web & Backend

FastAPI Next.js React Flask Firebase Docker

Design & 3D

Figma Blender Unity


📜 Certifications

  • 🏅 Google AI Studio Fundamentals
  • 🏅 Coursera Machine Learning Specialization
  • 🏅 IBM Internship — AI/ML Major Project (2025–2026, Yenepoya × IBM Innovation Centre)

Building in public. Learning in the open. One project at a time.

Pinned Loading

  1. IOTbuilds IOTbuilds Public

    Things i used in my iot based projects and study materials.

  2. NOVA_AI NOVA_AI Public

    Python

  3. spam-sentry spam-sentry Public

    SPAM SENTRY — Professional Spam Detection using ML and Streamlit

    Python