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Malika26-08/README.md

Hi, I'm Malika Harmaien πŸ‘‹

AI Engineer | Machine Learning | Generative AI | LLMs | RAG | Python

I'm a B.E. Information Science and Engineering student at Don Bosco Institute of Technology, Bengaluru, passionate about building practical AI-powered solutions for real-world problems.

I enjoy working with Machine Learning, Generative AI, Large Language Models, RAG, Computer Vision, and AI application development.


πŸ€– What I Work With

  • Artificial Intelligence & Machine Learning
  • Generative AI & Large Language Models
  • Retrieval-Augmented Generation (RAG)
  • Computer Vision
  • MLOps & Model Monitoring
  • AI-powered Application Development
  • REST APIs & Backend Development

πŸ› οΈ Technical Skills

Languages

Python β€’ Java β€’ JavaScript β€’ SQL β€’ C++

AI / ML

Machine Learning β€’ Generative AI β€’ LLMs β€’ RAG β€’ LangChain β€’ Computer Vision β€’ Scikit-learn

Frameworks & Tools

FastAPI β€’ Flask β€’ Streamlit β€’ React.js β€’ Node.js β€’ Pandas β€’ NumPy β€’ OpenCV

Databases & Development

MySQL β€’ Git β€’ GitHub β€’ VS Code β€’ Jupyter β€’ Google Colab


πŸš€ Featured Projects

πŸ”Ή AI-Based Online Exam Proctoring System

Computer vision and deep learning based online exam monitoring system that detects abnormal activities such as eye movement, hand movement, mobile phone usage, side watching, and mouth opening.

Tech: Python β€’ OpenCV β€’ Deep Learning β€’ YOLOv5 β€’ Streamlit

View Project


πŸ”Ή LifeBridge AI

AI-powered emergency response and disaster assistance platform designed to support emergency triage, medical assistance, shelter recommendations, resource coordination, and disaster response.

Tech: Next.js β€’ FastAPI β€’ Google Gemini β€’ Multi-Agent AI

View Project


πŸ”Ή CodeOrbit AI

AI-powered GitHub Repository Intelligence Assistant that analyzes codebases, explains architecture, answers repository questions, generates documentation, and supports developer onboarding.

Tech: Python β€’ LangChain β€’ OpenAI β€’ RAG β€’ FAISS β€’ FastAPI β€’ Streamlit

View Project


πŸ”Ή AI-Powered Model Monitoring System

MLOps-based system for detecting data drift, monitoring machine learning models, and automatically retraining models to maintain prediction reliability.

Tech: Python β€’ Scikit-learn β€’ Pandas β€’ Flask β€’ Streamlit


πŸ”Ή Study Time vs Marks Prediction

Machine Learning application that predicts academic performance based on study patterns and provides personalized study planning and analytics.

Tech: Python β€’ Scikit-learn β€’ Pandas β€’ NumPy β€’ Streamlit β€’ Plotly

View Project


πŸ”Ή Urban Heat Hyperlocal Mapping

AI-based environmental analytics platform for identifying urban heat hotspots and generating location-based environmental insights.

Tech: Python β€’ Streamlit β€’ Data Analytics β€’ Geospatial Analysis

View Project


πŸ† Achievements

  • πŸ₯‡ 1st Place – AWS Certification Challenge Quiz
  • πŸ₯ˆ 2nd Place – Mastering AI Prompt, Context, and Harness Engineering Quiz
  • πŸ… Academic Excellence Award
  • πŸ† IBM Bob Γ— lablab.ai Hackathon Participant
  • πŸ“„ Research Publication – AI-Powered Model Monitoring System with Data Drift Detection and Automated Retraining for Machine Learning Model

πŸ“š Certifications

  • 5-Day AI Agents: Intensive Vibe Coding Course – Kaggle
  • Python Essentials (Fast Track) – Decoding Data Science
  • Getting Started with Artificial Intelligence – IBM SkillsBuild
  • Python Programming Internship – CodSoft
  • PARALLAX 2026 – AWS Cloud Club, DBIT

🌱 Currently Exploring

  • Advanced Generative AI
  • Large Language Models
  • RAG Systems
  • Agentic AI
  • MLOps
  • AI Application Deployment

πŸ“« Connect With Me


⭐ Feel free to explore my repositories and projects!

Pinned Loading

  1. AI-Online-Exam-Proctoring AI-Online-Exam-Proctoring Public

    AI-based system for detecting abnormal activities in online examinations using pre-trained CNN networks.

    Python

  2. Code_Orbit_AI Code_Orbit_AI Public

    AI-powered GitHub Repository Intelligence Assistant using LLMs, RAG, LangChain, FAISS, FastAPI, and Streamlit.

    Python

  3. LIFEBRIDGE-AI LIFEBRIDGE-AI Public

    AI-powered multi-agent emergency response and disaster assistance platform using Gemini, FastAPI, and Next.js.

    TypeScript

  4. study-marks-predictor study-marks-predictor Public

    Interactive study planner and exam marks prediction dashboard built with Python and Streamlit.

    Python

  5. urban-heat-hyperlocal-mapping urban-heat-hyperlocal-mapping Public

    AI-based environmental analytics platform for identifying urban heat hotspots using geospatial and data-driven insights.

    Python