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Amaan9136/README.md

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Hello, I'm Amaan

AI & ML Engineer passionate about building intelligent systems and full-stack applications. Currently pursuing my Bachelor's degree in Artificial Intelligence & Machine Learning at Adichunchanagiri Institute of Technology. I specialize in RAG pipelines, knowledge graphs, transformers, and LLM integrations.

About Me

  • Current Role: AI Research Associate at Keywords Studios (Specializing in AGI Training & Agentic AI)
  • Focus: Building scalable AI/ML solutions with emphasis on production-grade systems and intelligent automation
  • Expertise: Full-stack development, machine learning operations (MLOps), agentic AI systems, knowledge graph embeddings, and RAG pipelines
  • Passionate About: Solving real-world problems through AI, creating intuitive user experiences, and continuous learning
  • Location: Bengaluru, Karnataka, India
  • Open To: Master's programs in AI/Data Science and challenging technical roles in AI/ML development
  • Notable: 2,196+ LinkedIn followers, 27+ GitHub followers, 61 repositories
  • Impact: Committed to learning and empowering 600+ students and 100+ researchers & faculty in AI/ML innovation

Featured Projects

Primary Projects

1. WeXpert Meet - Video Conferencing with AI

  • Real-time video calls with AI-powered meeting summaries, transcription, and noise cancellation
  • Stack: React, Node.js, WebRTC, Python, Firebase
  • GitHub | Live Demo

2. ModelOps - MLOps Platform for AI/ML Development

  • Interactive playground for experimenting with ML algorithms and pre-trained models
  • Features: Model deployment, API integration, text/image/audio processing
  • Stack: Next.js, Python, TensorFlow, FastAPI
  • GitHub | Live Demo

3. Health Plus - AI Medical Diagnosis System

  • X-ray analysis with personalized health recommendations based on medical history
  • Stack: React.js, Firebase, Python, OpenCV, TensorFlow
  • GitHub

4. AI-Based NCERT IVR Tutoring System

  • Voice-interactive tutor for government school students using RAG pipeline
  • Technologies: Mistral LLM, ChromaDB, mxbai embeddings
  • GitHub

Technical Skills

Programming Languages

Python JavaScript TypeScript Java C++

AI & Machine Learning

TensorFlow PyTorch Scikit-learn Pandas NumPy OpenCV Rasa Hugging Face

Frontend Development

React React Native Next.js Tailwind CSS Redux Bootstrap Framer Motion

Backend & Databases

Node.js Flask FastAPI MongoDB Firebase PostgreSQL SQL

MLOps & Deployment

Docker Kubernetes MLFlow GitHub Actions

Tools & Platforms

Git GitHub Vercel Google Cloud Azure AWS


Professional Experience

AI Research Associate | Keywords Studios (Jul 2025 - Present)

  • Specializing in AGI training and agentic AI development
  • Building advanced AI systems for production environments
  • Working with advanced AI/ML technologies and frameworks

Executive Director | Automatech (Apr 2025 - Present)

  • Leading project planning and team management
  • Driving technical innovation and product development
  • Overseeing strategic initiatives and team coordination

ML Development Intern | Kreat Innovations Ltd (Apr 2025 - Jul 2025)

  • Developed agentic AI solutions and knowledge graph embeddings
  • Implemented RAG pipelines for intelligent information retrieval systems
  • Worked on advanced ML architectures and transformers

Machine Learning Engineer | EdiGlobe (Mar 2025 - May 2025)

  • Developed ML models and solutions for educational technology
  • Remote role focusing on scalable ML implementations

Project Lead | Automatech (Mar 2024 - Apr 2025)

  • Oversaw multiple projects with agile methodologies
  • Managed team coordination and project execution

Software Developer | Automatech (Feb 2023 - Mar 2024)

  • Developed enterprise software solutions
  • Managed team operations and system architecture

Technical Trainer | Webvinyasa Tech Solutions (Dec 2023 - Mar 2025)

  • Trained 300+ students in MERN stack and web development
  • Mentored aspiring developers on full-stack applications
  • Created comprehensive learning materials and guidance

Education

Bachelor of Engineering in Artificial Intelligence & Machine Learning

  • Adichunchanagiri Institute of Technology (2021 - 2025)
  • CGPA: 8.83
  • Relevant Coursework: AI, ML, Data Science, NLP, Computer Vision

Senior Secondary Education (Major in Mathematics & Computer Science)

  • St Mary's (2019 - 2021)
  • Grade: A+

Certifications & Achievements

Certifications

  • React - The Complete Guide | Academind, Udemy
  • Generative AI Unleashed | Learnsector LLP, Udemy
  • Full Stack Data Science & ML | Akhil Vydyula, Udemy
  • Hands-On JavaScript: 10 Projects | Udemy
  • Machine Learning A-Z | SuperDataScience, Udemy
  • Python and OpenCV | Devtown
  • Advanced JavaScript, React.js, Node.js | Devtown
  • MLSA GDSC Building Generative AI Model | IIT Delhi

Awards & Achievements

  • National Level Hackathon Winner | 2nd Place, Hack Overflow - KLEIT (2023)
  • CSS Battle Champion | 2nd Prize, BGS College of Engineering (2023)
  • Academic Excellence | 4th Sem Merit Award, AIT Chikkamagaluru
  • Best Project Award | 2nd Place, National Level Hackathon
  • Foss Hack 2024 | 1st Place, JNNCE Shivamogga
  • Hack IT Winner | 2nd Place, MCE Hassan
  • CSS Battle Master | 1st Place, AIT Chikkamagaluru
  • Ted Talk Speaker | 1st Place, Sahityotsava Chikkamagaluru

Languages

  • English: Professional working proficiency (IELTS Band 6, Duolingo: 129)
  • German: Elementary proficiency (A1-A2, Duolingo: 11)
  • Urdu, Hindi, Kannada, Malayalam: Native/Fluent

Connect With Me

I'm always open to collaborating on exciting projects, discussing AI/ML innovations, or exploring new opportunities. Feel free to reach out!

LinkedIn Portfolio Email GitHub


Open Source Contributions

  • Mul Command Package: Python package for ML workflows with model deployment and visualization
  • Vision Transformers & Image Scraper: ViT architecture for image classification with web scraping capabilities

Last updated: December 2025 | Always Learning, Always Growing

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  1. ai-based-ivr-system ai-based-ivr-system Public

    Voice-interactive IVR system for government schools using RAG, enabling students to get syllabus-based answers via phone calls.

    Python 1

  2. xpert-meet xpert-meet Public

    "Seamless video calls with automated AI summaries. Communicate effectively, capture key points, and receive concise summaries at call ends. Revolutionize post-call reviews effortlessly!"

    JavaScript 2 1

  3. ollama-code-agent ollama-code-agent Public

    Ollama Code Agent is a local AI coding assistant that mimics Claude Code CLI, enabling file-aware code generation, editing, and project-level understanding. It runs fully offline with Ollama, suppo…

    Python 1

  4. vision-xray vision-xray Public

    Deep learning model for X-ray image analysis and medical condition detection using CNN-based image classification and health assessment.

    Python 2

  5. code-llm-training code-llm-training Public

    Training and fine-tuning LLMs from GitHub code repositories with automated ingestion, preprocessing, dataset building, checkpointing, and inference pipeline.

    Python

  6. selenium-password-scraper selenium-password-scraper Public

    Selenium-based scraper that extracts data from web pages and exports results to spreadsheets and text files automatically.

    Python 1