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😅
Fixing bugs in Production!
😅
Fixing bugs in Production!
18 followers · 26 following

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Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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mayur7garg/README.md

🦚 MAYUR GARG

Data Scientist @ United Airlines • MS(R) in CSE @ IIT Delhi

LinkedIn Kaggle Google Scholar PyPI Resume PDF Visitors

🦚 Active Role: United Airlines

Data Scientist — Analytics & Innovation (July 2024 — Present)

  • ✈️ Base Fare Pricing: ML models forecasting competitor airline base fares in advance to empower revenue management pricing strategies.
  • 💵 $50B Spend Classification: Multi-level hierarchical NLP classifier categorizing enterprise invoices into PowerBI executive visibility.
  • 🤖 Agentic AI: Multi-agent LLM framework accelerating knowledge retrieval for rapid incident, change, and problem workflow resolution.

🪶 Research & Publications

Peer-reviewed conference & journal publications

🏛️ Prior Experience: Samsung & Deloitte

Samsung Research Institute — Senior Engineer (2022–2024)

  • 📦 Demand Forecasting: Retail warehouse demand forecasting beating legacy benchmarks.
  • 🏷️ BigQuery ML & GenAI: Retail pricing optimization dashboard + smartphone LLM conversational assistant.
  • 🏅 Honors: Spot Award (Aug '23) for custom chat LLM fine-tuning • Samsung SCA (Advanced & Professional).

Deloitte USI — Consultant & Analyst (2019–2022)

  • 📑 NLP Annotation Web App: Keyphrase extraction, semantic matching, and automated document annotation.
  • 📊 R&D Tax Surveys & Routing: Data-driven survey logic engine and multi-inbox NLP email classification for resource routing.

🎓 Education: MS(R) in CSE @ IIT Delhi (Ongoing) • B.Tech CSE (8.49 CGPA)

💎 Shipped Artifacts & PyPI Modules

🪶 Tech Matrix

LangChain PyTorch Transformers Pandas & Polars BigQuery Redis Docker FastAPI Azure DP-900

Mayur's GitHub Stats GitHub Contributions and Longest Streak

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  1. FinancialModelling FinancialModelling Public

    Easy to follow stock price analysis on Indian stock data

    HTML 6 3

  2. PlantLeafDiseaseDetection PlantLeafDiseaseDetection Public

    Deep learning using CNN in tensorflow on Kaggle image dataset containing 87,900 different healthy and unhealthy crop leaves spanning 38 unique classes.

    Jupyter Notebook 49 11

  3. MalariaCellImageClassification MalariaCellImageClassification Public

    Binary Classification of images of cells which are either uninfected or parasitized by malaria.

    Jupyter Notebook 3

  4. PetImageClassification PetImageClassification Public

    Image classification using Convolutional Neural Network (CNN) in tensorflow.keras for Oxford IIIT Pet Image dataset containing 7,390 images of pets spanning across 37 different classes.

    Jupyter Notebook 4 2

  5. FeistelCipher FeistelCipher Public

    Naive implementation of Feistel Cipher using Python

    Jupyter Notebook 1

  6. 66DaysOfData 66DaysOfData Public

    Repo to store code for #66DaysOfData challenge by Ken Jee. Includes notebooks and code for different concepts and technologies in data science for learning purposes.

    Jupyter Notebook 2