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  • SUNY
  • Buffalo

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Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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apurvabanka/README.md

👋 Hey, I'm Apurva Banka!

🚀 I'm a Software Engineer & ML Enthusiast blending real-world systems with intelligent automation. With 4+ years of experience across backend engineering, cloud-native development, and AI, I'm passionate about building scalable, impactful tech — from high-performance ETL pipelines to LLM-powered analytics tools.
🎯 I thrive at the intersection of AI, systems, and user-centric design. Let's build the future — one repo at a time.

📫 LinkedIn • Portfolio

Recent Projects

  • InsightQuery: LLM-first analytics app that turns prompts into stunning data narratives.
  • Forecaster: Time-series AI engine for restaurant demand prediction.
  • Kaggle AutoSolver: An intelligent, production-grade agentic system that autonomously solves Kaggle competitions using LangGraph.
  • Perplexity 2.0: A small experimental assistant that combines a Next.js frontend with a FastAPI backend using LangChain / LangGraph.
  • RagBot: RAG-powered Discord bot for real-time community Q&A.
  • Warehouse Robot RL: Reinforcement learning agent for optimized warehouse logistics.

💻 Tech Stack:

Dart JavaScript Java HTML5 Python TypeScript Scala AWS Azure Google Cloud Angular Apache Spark nVIDIA Django FastAPI Flutter React Streamlit Spring Snowflake Apache Jenkins Gunicorn AmazonDynamoDB MySQL Hibernate Redis Figma TensorFlow scikit-learn Pandas Matplotlib GitHub Actions GitHub Git Grafana Docker Terraform

snake gif

🌐 Socials:

LinkedIn email

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📊 GitHub Stats:


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  1. Kaggle-AutoSolver Kaggle-AutoSolver Public

    An intelligent, production-grade agentic system that autonomously solves Kaggle competitions using LangGraph and GPT-4.

    Python

  2. InsightQuery InsightQuery Public

    A product to draw insight from your data using a prompt.

    Python

  3. perplexity_2.0 perplexity_2.0 Public

    A small experimental assistant that combines a Next.js frontend with a FastAPI backend using LangChain / LangGraph and OpenAI integrations.

    Jupyter Notebook 1

  4. warehouse_robot_RL warehouse_robot_RL Public

    A robot operates in a warehouse grid where its task is to pick up items from specified locations and deliver them to designated drop-off points. The warehouse has shelves that act as obstacles and …

    Jupyter Notebook

  5. RagBot RagBot Public

    Forked from UB-AICLUB/RagBot

    A discord bot using RAG methodology for the club

    Python

  6. Forcaster Forcaster Public

    Using TimeSeries Forecasting To Predict Order Patterns For Restaurants

    Jupyter Notebook 1