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Achievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pull Sharkx2

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Akash-045/README.md

👋 About Me

I started as a full-stack developer, then got more interested in what the data behind an application was actually saying than in shipping the next feature — so I made the switch, deliberately.

Today I build systems that turn messy, real-world data into decisions people can trust — and I don't stop at "it works," I check why it works before I believe it.

  • 🔭 Currently deepening my skills in Data Analytics @ Ironhack Berlin
  • 🤖 Building AI systems that validate their own output, not just generate it
  • 📊 Comfortable across the full pipeline: raw data → cleaning → modelling → dashboard → decision
  • 🎓 Google AI Professional Certificate (7 courses) & Google AI Essentials Certificate
  • 🌍 MSc International Technology Transfer Management — logistics, mobility, tech transfer
  • 💬 Ask me about: SQL, Python, Tableau, A/B testing, LLM-powered pipelines, agentic AI

🚀 Featured Projects

🤖 Autonomous BI Insight Agent An agent that investigates why a KPI moved — the way an analyst would.

  • Segments data, runs statistical tests across each cut, explains findings in plain English via the Claude API
  • Independently rediscovered a manual finding from my Vanguard A/B test project
  • Caught its own false positive from a 2-person sample — and I fixed the guardrail
  • Lesson: automation without validation is dangerous

🔗 Live Demo · 🐙 Repo

🧾 AI Invoice Processing Pipeline An LLM pipeline that doesn't just extract — it verifies.

  • Claude API extracts structured data from raw PDF invoices
  • Independent validation layer checks every result against real German invoicing rules
  • Flags inconsistencies for human review instead of trusting AI output blindly
  • Modular, GDPR-aware, deployed as a live app

🔗 Live App

🛵 Berlin Food Delivery ETA Prediction ML regression on 45,000+ real delivery records.

  • Engineered a distance × traffic feature — 7x more predictive than distance alone
  • Benchmarked 4 models, improved R² from 0.53 → 0.68
  • Reduced average prediction error to ±4.2 minutes
  • Deployed live for real-time predictions

🔗 Live App · 🐙 Repo

🍜 Germany Food Delivery Market Analysis 6,000 real reviews across Wolt, Lieferando & Uber Eats.

  • Sentiment classifier: 94% accuracy, 93% F1 on 5,793 reviews
  • Platform-specific pain points surfaced via NLP
  • Interactive Tableau dashboard with drill-down filters
  • Motivated by 5 years as a Wolt courier

🔗 Live Dashboard · 🐙 Repo

🛠️ Tech Stack

Python SQL Pandas Tableau Scikit Learn Streamlit Claude Git PostgreSQL MongoDB


📫 Let's Connect

LinkedIn Email Portfolio


"Automation without validation is dangerous." — a lesson my own AI agent taught me.

Pinned Loading

  1. bi-insight-agent bi-insight-agent Public

    Jupyter Notebook

  2. berlin-food-delivery-eta-prediction berlin-food-delivery-eta-prediction Public

    ML regression project predicting food delivery times using distance, weather, traffic, and order context. Built with real coordinates (haversine distance), feature engineering, and model comparison…

    Jupyter Notebook 1

  3. invoice-data-extractor-ai invoice-data-extractor-ai Public

    AI-powered pipeline that extracts structured data (vendor, VAT, totals) from PDF invoices using Claude, validates German VAT compliance, and exports to Excel/SQLite. Built with Python, pdfplumber &…

    Jupyter Notebook

  4. food-delivery-market-analysis-germany food-delivery-market-analysis-germany Public

    End-to-end data analysis of Germany's food delivery market (Wolt, Lieferando, Uber Eats). Covers data collection, SQL analysis, sentiment analysis, EDA, and Tableau dashboard. Built as a final proj…

    Jupyter Notebook 1

  5. customer-experience-project customer-experience-project Public

    Forked from meisnerfiona-it/customer-experience-project

    Jupyter Notebook 1

  6. Willy-Wonka-Chocolate-Factory Willy-Wonka-Chocolate-Factory Public

    Forked from mandanasoltanig/Willy-Wonka-Chocolate-Factory

    Chocolate factory management application with inventory, production, and order tracking using Python and MySQL.

    1