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AparnaBharani/README.md

Aparna Bharani

AI Engineering Student

Deep Learning · GenAI · Backend · Cloud

exploring how intelligence becomes software.



about

I'm an AI Engineering student interested in understanding systems from the ground up — from the mathematics behind a model to the software and infrastructure that makes it useful.

Currently exploring Deep Learning, Generative AI, Agentic AI, Backend Engineering, Computer Vision, NLP and Cloud Computing.

stack

languages

Python C++ Java JavaScript SQL

ai / ml

PyTorch TensorFlow Deep Learning Computer Vision NLP Probabilistic Models

backend / systems

FastAPI REST APIs Docker Kubernetes

cloud / tools

AWS Git GitHub VS Code

currently working on

Kubernetes Failure Prediction

Failure prediction and root-cause analysis for Kubernetes using Dynamic Bayesian Networks.

Python · DBN · Kubernetes

→ repository

Drone VIO & 3D Mapping

Exploring Visual-Inertial Odometry and 3D mapping using a monocular camera for drone systems.

Computer Vision · VIO · 3D Mapping

→ repository

currently

learning       →  Generative AI · LLMs 
building       →  AI + backend projects
exploring      →  Cloud · AI infrastructure · system design
experimenting  →  Computer Vision · NLP · probabilistic models

Pinned Loading

  1. Jaswanth-006/k8s-failure-prediction-dbn Jaswanth-006/k8s-failure-prediction-dbn Public

    Failure prediction and root-cause analysis for Kubernetes using Dynamic Bayesian Networks

    Python 1

  2. Ravish2807/Drones_S5_CD2_3D_Mapping_using_normal_monocular_camera_controlling_Visual-Inertial-Odometry-VIO Ravish2807/Drones_S5_CD2_3D_Mapping_using_normal_monocular_camera_controlling_Visual-Inertial-Odometry-VIO Public

    MATLAB 1

  3. ananyaperi/finly ananyaperi/finly Public

    Finly - AI-powered personal finance guidance for people the financial system was not designed for. Team Code Beetles.

    Python 2

  4. digital_twin digital_twin Public

    Digital Twin Of Amrita Viswa Vidyapeetham Coimbatore Campus

    Python 2

  5. radar_pulse radar_pulse Public

    Detection Of Radar Pulse Signals using Deep Learning

    Python

  6. greenhouse_pred greenhouse_pred Public

    Multi Layer Perceptron's Neural Network with Optimisation Algorithm for Green House Gas prediction

    Python