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kokomocha/README.md

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👋 Hi there, I'm Komal!

A MechE-turned 🔄 Data Scientist with a knack for uncovering hidden patterns 👀. I love interweaving Deep Learning architectures with Operations Research to automate business operations and optimize complex systems.

  • 🔍 Exploring: Cutting-edge ML models and AI applications in supply chain and logistics.
  • 🛠️ Currently Building: Scalable data pipelines for Multi-modal model insights.
  • 🚀 Open to collaboration on: AI/ML projects, optimization challenges, and data-driven business solutions.
  • 💬 Talk to me about: Tech 💻, Stock-Market Prediction 📈, Photography 📸, Fitness 🏃.

Let’s connect and build something amazing together!

Proficiencies

Python LangChain postgreSQL Scala Java MongoDB Tableau Google Analytics Hadoop Spark Airflow Git Ubuntu Docker AWS Google Cloud Bitbucket

NumPy Pandas Scikit-learn Statsmodels Plotly PyTorch Tensorflow Keras LangChain Neo4J

GitHub Stats

Top Contributed Repo Dev Languages

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  1. Ecommerce-Data-MLOps Ecommerce-Data-MLOps Public

    Forked from Thomas-George-T/Ecommerce-Data-MLOps

    End-to-End deployment of E-commerce customers segmentation using Clustering Machine learning algorithms in Google Cloud Platform and MLOps Tools

    Python

  2. Distributed-Matrix-Multiplication Distributed-Matrix-Multiplication Public

    Highly Scalable Ground-up Implementation for Linear Regression by optimizing Matrix Multiplication & Inversion using Dynamic Strategies(Custom Partitioner, Sort Order, Broadcast/Shuffle Improviser).

    Scala

  3. Large-Scale-Parallel-Processing-Work Large-Scale-Parallel-Processing-Work Public

    The repository contains codework for Large Scale Parallel Data Processing Projects for Network Analyses and Ranking Algorithms in Scale and Java.

    Java

  4. Assistive-Walking-Robotic-Exoskelton-Controller Assistive-Walking-Robotic-Exoskelton-Controller Public

    An end-to-end stacked Control Logic for a Assistive Robotics Exoskeleton based on Human Motion Intent. Includes Signal Processing, Feature Engineering and ML-models for Biomedical Applications.

    MATLAB 1

  5. CNN-Cancer-Classifier-Module CNN-Cancer-Classifier-Module Public

    Custom Module based on Tensorflow and PIL to detect Cancerous tissues from Histopathology Images. Explored custom model, ResNet-50, and Transfer learning on VGG.

    Jupyter Notebook

  6. Data-Mining-Fraud-Transactions Data-Mining-Fraud-Transactions Public

    Extensive Data Mining on Highly Imbalanced Bank Transaction dataset (3% Fraud). Devised Classifiers using EDA, Visualizations, Data Preprocessing, Feature Engineering, Model Implementations and Eva…

    Jupyter Notebook