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ArshiBansal/README.md

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Sarcastic Leading Question

May it please the court, allow me to present myself...
Yes unfortunately, it’s still me β€” Arshi Bansal 😭

Welcome to my GitHub, where aspirations come to quietly fail with a 404 status.
I write code that works beautifully exactly once, then pretends we never met.

Code: acts like it has emotions and opinions 😀
Me: emotionally negotiating with it to just behave today.



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Contact Me Typing SVG

Seems like we’ve reached mutual understanding.
If you still insist on proceeding, here’s how to contact the well-organized low-effort human managing this chaos:


Β Β  Β Β  Β Β  Β Β 


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Sarcastic Leading Question about Skills
Contents currently running in this overheating mental processor:

- B.Tech in Computer Science β€” learning how to stay emotionally stable while code throws errors like it has personal issues (^β€Ώ^)
- Data Science & Data Analysis β€” forcing chaotic datasets to confess patterns they were clearly hiding (ΰ² β€Ώΰ² )
- Predictive & Business Analytics β€” professionally forecasting the future using statistics and controlled optimism (Κ˜β€ΏΚ˜)
- AI / ML / Neural Networks β€” building models that learn faster than I can explain what they’re doing (α•™(⇀‸↼•)α•—)
- Deep Learning β€” stacking layers of math until even I start pretending it makes perfect sense (β€’_β€’)
- SQL β€” interrogating databases that respond only when they feel like it (βŒβ– _β– )
- Python + Java + DSA β€” writing β€œclean code” in theory while reality ships bugs with confidence (β€’_β€’)


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Skills Cohesion SVG

Languages I torture myself with daily (^_^) :

Frontend & Backend wizardry (o_o) :

Databases I sweet-talk to survive (β€’β€Ώβ€’) :

Tools & Platforms that judge me (β—•β€Ώβ—•) :

Data Science / ML Libraries I feed caffeine to (β— β€Ώβ— ) :

Data Visualization & BI Tools that stare at me (ΰ² _ΰ² ) :

Power BI Tableau Jupyter



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Architecture Focus SVG


Currently focused on:

πŸ™‚ Data Science & Data Analysis β€” turning raw chaos into β€œactionable insights” with confidence and selective blindness
πŸ˜„ Predictive Analytics β€” forecasting outcomes using math, patterns, and hope that reality cooperates
😊 AI / Machine Learning / Neural Networks β€” building systems that learn patterns I’m still trying to fully decode myself
πŸ™‚ SQL & Databases β€” politely interrogating tables until they finally admit what I need
😌 Business Analysis β€” translating technical truth into slides that won’t get ignored in meetings
πŸ™‚ Python β€” the universal adapter for fixing everything and pretending it was planned
πŸ˜„ Java & DSA β€” survived the struggle, still occasionally haunted by it



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Featured Projects Header

Projects that survived my brain (mostly) πŸ˜΅β€πŸ’«πŸ’₯

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News Sentiments Analyser

Built with Python, Streamlit, VADER sentiment analysis, and an unhealthy obsession with the news πŸ“°πŸ’». This app scrapes crypto and stock headlines in real time, judges their emotional state, and delivers them in a sleek, mildly hypnotic UI that might make you question your life choices… or at least your portfolio. Turns chaotic headlines into β€œBullish”, β€œBearish”, or β€œNeutral” insights while I pretend I understand the market’s mood swings 🀯.

Warning: may cause sudden existential dread, panic about investments, or the urge to doom-scroll endlessly πŸ˜…πŸ“ˆ.

Catch the Sentiment πŸ“°
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Stocks Analysis

Crunching historical stock data with Python, Jupyter Notebook, ML algorithms, and Python libraries to predict the unpredictable. Turns raw chaos into trends that might fool you into thinking I know what I’m doing πŸ’ΈπŸ€―.

Warning: the market doesn’t read my code πŸ˜….

Check the Thrill πŸ’€
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Real Estates Analysis

Using Power BI to predict the unpredictable world of real estate πŸ“Š. Mapped profits, losses, and the types of houses people actually prefer. Turns raw property data into insights that might make you question your life choices 🏘️🀯.

Warning: data might make you question your life choices 🏘️🀯.

Enter the Mansion of Madness 🏘️
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Anime EDA & Recommendation

Using SQL, Power BI, Python, Jupyter Notebook, ML algorithms, and Python libraries to analyze anime trends, viewer preferences, and ratings πŸ“ŠπŸΏ. Includes a Streamlit web app where you can filter your preferences by genre, rating, and popularity.

Disclaimer: binge recommendations may ruin your sleep schedule and question your life choices πŸ€―πŸ˜….

Dive in 🍿
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Expense Tracker

Built entirely with Java Swing to track expenses, budgets, and financial disasters. Helps me (and hopefully you) figure out where all the money mysteriously disappears πŸ’€πŸ’Έ.

Heads up: may induce guilt, regret, and sudden urges to check your wallet πŸ˜…πŸ’°.

See the chaos πŸ’€
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Page Replacement Simulator

Built with Python and a simple GUI to show virtual memory algorithms in action πŸ–₯️⚑. Implements FIFO, Optimal, LRU, and MRU strategies while I pretend I fully understand OS 🀯.

Brace yourself: may make you rethink every time your program crashes unexpectedly πŸ˜…πŸ’₯.

Geek mode ON ⚑
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Cyber Crime Analysis

Built entirely with Python and its libraries 🐍 to analyze cyber crime trends, detect patterns, and pretend I understand hackers πŸ”πŸ’». Turns chaotic cyber data into slightly less chaos while I question if my own passwords are safe.

Enter at your own risk: may cause paranoia and sudden urges to change passwords πŸ˜…πŸ”.

Investigate πŸ”

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Future Scope SVG

Let’s assume this actually works out… statistically unlikely, but still on the roadmap.

Growing as a Data Scientist β€” turning complex data into something vaguely meaningful (^β€Ώ^)
Advancing in Predictive Analytics β€” building models that behave… most of the time (Κ˜β€ΏΚ˜)
Deepening AI / ML / Neural Networks expertise β€” trying to understand what I’m building while building it (ΰ² β€Ώΰ² )
Scaling with SQL & Databases β€” handling data that gets messier the more I look at it (βŒβ– _β– )
Strengthening Business Analytics β€” turning insights into decisions people might actually use (Β¬β€ΏΒ¬)
Designing cleaner data pipelines β€” replacing chaos with slightly more organized chaos
Continuous learning β€” because the field updates faster than documentation does (≧◑≦)



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TLDR SVG

Who am I? β€” Arshi Bansal: overthinker by default, data interpreter by training, and accidental bug engineer by experience πŸ˜ŽπŸ’»
What I do? β€” Translate messy datasets into somewhat usable insights, occasionally confuse ML models, and pretend statistics makes emotional sense 🀯
Skills & Tools: Python, Java, SQL, Power BI, Tableau, Streamlit, Jupyter, and an ever-growing list of things that silently intimidate me πŸ‘€
Current Focus: Building pipelines, dashboards, and models that behave better than my debugging sessions ⚑
Fun Fact: Solve problems at night, regret life choices in the morning, still ship code anyway πŸ˜΅β€πŸ’«
Bottom Line: Write code. Create chaos. Consume coffee. Repeat. Bugs included free of charge 😏πŸ’₯



Code Universe Wrap SVG

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  1. NEWS_SENTIMENTS_ANALYSER NEWS_SENTIMENTS_ANALYSER Public

    Real-time crypto & stock news dashboard with sentiment analysis. Powered by CoinDesk, CoinTelegraph, Yahoo Finance RSS + VADER. Shows market mood, categories, and live updates in a sleek dark theme.

    Python 3

  2. Stocks_Analysis Stocks_Analysis Public

    Comprehensive stock market analysis for major tech companies (2019–2024). Features data cleaning, feature engineering, classical time series (SARIMA & Prophet), supervised & unsupervised ML, and ne…

    Python 22

  3. Real_Estates_Analysis Real_Estates_Analysis Public

    Used Power BI for Insights

    5

  4. Anime_EDA_and_Recommendation_System Anime_EDA_and_Recommendation_System Public

    Used sql,power bi, python, ml models

    Jupyter Notebook 7 4

  5. Expense_tracker Expense_tracker Public

    Forked from iamPraneetkaur/Expense_tracker

    An interface that keeps record of your money transactions and helps you maintain a budget using java swing.

    Java 5

  6. PageReplacementSimulator PageReplacementSimulator Public

    project

    Python 7 2