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amoghkokari/README.md

πŸ‘‹ Hey! I'm Amogh

Welcome to my GitHub profile :)
I’m an Analyst passionate about data-driven, human-centered solutions.
Currently based in the Somerset, New Jersey, I’m interested in Improving knowledge transfer between Humans - Humans and Robot - Humans.


🎯 About Me

  • πŸŽ“ MS in Information Systems from Stevens Institute of Technology
  • 🌱 Learning GenAI, building projects, and sharpening problem-solving on LeetCode
  • πŸ’¬ Ask me about designing data-driven human-centered solutions
  • ⚑ Philosophy : Day and Night are like 0-1 binary bits, sometimes longer, sometimes shorter. Each combination like passing through gradient descent to reach global minima, remeber to not get stuck on local minima !!
  • 🎈 Outside of work: I enjoy reading πŸ“š, playing ping pong πŸ“, and long walks πŸšΆβ€β™‚οΈ

πŸ§‘β€πŸ”¬ Reserach Work

  • Scalable Facial Behaviors Sensing to Detect States of Flow in Online Learning Through A Privacy-Preserving Framework link

  • FacePsy: A Deployable Remote Sensing Framework to Understand Affective Learning States link

  • MicroFlow: Detecting Learning Affective States Using Micro-expression Theory link


πŸ€– Gen AI Projects

  • Food Recipe Generator link
    AI-driven app that suggests recipes based on groceries and preferences

  • Fitness Routine Generator link
    AI-powered fitness planner adaptable by goals, difficulty, and preferences

  • Cover Letter Generator (Chrome Plugin) link
    Generates tailored cover letters from job postings + resume

  • Synthetic Persona A/B Test Generator link
    AI-driven AB testing for new product launches with synthetic email, persona and evaluation generations

  • Real-Time Trip Planner link
    Qloo integrated, real time preference driven trip planner with enhanced experinces for lesiur activities

  • Neural Network Adventure RPG Game link
    An educational RPG game that teaches neural network concepts through interactive challenges and visualizations. Learn fundamental neural network concepts including neurons, weights, bias, activation functions, and forward propagation through hands-on gameplay.[πŸ₯‡ Won prize at Code with Kiro Hackathon]


πŸ—£οΈ SPEAKING ENGAGEMENTS

  • AI camp, NYC on building lightweight LLM applications with open source tools on February of 2023 - event Talk
  • Utility Analytics community conversation on Detecting Broken Connections in Grid on Dec 3 2025 - event

--

πŸ“Š Data Projects

  • Tableau Dashboards link
    Dashboards to visualize and explain events in Haiti

  • Flourish Visualizations link
    Compared COVID vs Monkeypox search trends across the USA, Haiti, Nigeria, and worldwide using Google Trends

  • YouTube Text Mining ML Analysis link
    Flask-based web app that:

    • Extracts, cleans, and preprocesses YouTube data
    • Creates word clouds for titles, tags, and descriptions
    • Runs 7 ML models (Naive Bayes, Logistic Regression, AdaBoost, LGBM, XGB, etc.)
    • Compares runtimes (Spark vs. local) and predicts like counts

🎨 Figma Prototypes (Data-Driven UI/UX)

  • Neko-Tine BeatTheFat link
    Nutrition-focused app for international students in the US

  • Human Computer Interaction Lab link
    Website mockup for showcasing lab projects and activities

  • Nioneer V2 link
    Product & service platform mockup

  • Qzee link
    Mobile game prototype for improving general knowledge

  • NewGen Analysis link
    Stock market news visualizer

  • Authenticator link

  • Nioneer V1 link
    Early version of product & service platform mockup


🌍 Open Source Contribution


🌐 Portfolio & Connect

πŸ’‘ Do check out my repositories, leave a review, or raise an issue β€” let’s collaborate!

Pinned Loading

  1. youTube_textMining_ML_Analysis youTube_textMining_ML_Analysis Public

    The application is a mere demonstration of a decentralized text analysis and prediction.

    Python 4 1

  2. Generate_personalized_food_recipe Generate_personalized_food_recipe Public

    Python 5 1

  3. ciba_health_assessment ciba_health_assessment Public

    REST endpoint for information extraction, use /generate_response

    CSS

  4. job_app_helper job_app_helper Public

    JavaScript