Skip to content
View pratyush110022's full-sized avatar

Block or report pratyush110022

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
pratyush110022/README.md

Pratyush Das โ€” geospatial intelligence, Python automation, GeoAI

Hi, I'm Pratyush Das ๐Ÿ‘‹

GIS & Location Intelligence ยท HERE Technologies ยท Python Automation ยท GeoAI

Iโ€™m a GIS and location-data professional with 8+ years of experience, currently working at HERE Technologies. I turn location and business data into useful intelligence โ€” from POI data quality and automated data pipelines to geospatial applications, machine-learning experiments, and business dashboards.

GitHub profile Portfolio Email


๐Ÿ‘จโ€๐Ÿ’ป What I Work On

My work sits at the intersection of GIS, data engineering, automation, and analytics. I enjoy building practical workflows that collect, clean, connect, and explain data โ€” especially when location is a key part of the problem.

  • Geospatial & location intelligence: POI data, spatial workflows, mapping, routing, and location-based analysis.
  • Python automation & data pipelines: browser automation, API integrations, data extraction, validation, deduplication, and structured exports.
  • GeoAI & applied AI: conversational geospatial workflows, route-aware EV planning, and AI orchestration with deterministic spatial calculations.
  • Business & machine-learning analytics: SQL analysis, Power BI reporting, customer segmentation, and text sentiment classification.

๐Ÿงฐ Technology Stack

Python SQL PostgreSQL PostGIS FastAPI React TypeScript MapLibre GL OpenStreetMap Pandas NumPy Selenium Playwright Power BI scikit-learn TensorFlow AWS analytics

Area Tools and techniques
GIS & mapping HERE location data, PostGIS, MapLibre GL, OpenStreetMap, Overpass, OSRM, Nominatim, FME
Data collection & automation Python, pandas, NumPy, Requests, BeautifulSoup, Selenium, Playwright, REST APIs, OAuth, concurrent requests
AI & machine learning FastAPI, Groq / GPT-OSS, scikit-learn, TensorFlow / Keras, NLTK, text preprocessing, K-Means clustering
Analytics & reporting SQL, MySQL, Power BI, DAX, Power Query, Excel
Data platforms PostgreSQL, AWS Athena / EMR, Trino / Starburst

๐Ÿš€ Featured Projects

๐Ÿ—บ๏ธ GeoPilot AI โ€” Geospatial Trip & EV Planner

A conversational mapping application for multi-stop trip planning, route-corridor points of interest, and route-aware EV charging decisions.

Highlights: persistent trip context, battery what-if simulations, charger filtering, map visualization, and deterministic route / charging calculations.

Stack: React, TypeScript, FastAPI, MapLibre GL, OSRM, OpenStreetMap / Overpass, Groq / GPT-OSS.

Explore GeoPilot AI โ†’

โ›ฝ Fuel & CNG Station Data Pipelines

A collection of scraper projects focused on discovering, standardizing, and consolidating fuel and CNG station records from multiple providers.

Engineering themes: API integration, OAuth, browser automation, geographic grid search, pagination, deduplication, and CSV / Excel export.

Projects:
BPCL ยท HPCL ยท IOCL ยท Jio-bp ยท GAIL ยท Adani Total Gas ยท IGL ยท SUPERGAS

๐Ÿ“ Google Maps Places Scraper

Browser automation for extracting structured place information, categories, addresses, contact details, websites, and map coordinates into CSV output.

Stack: Python, Selenium, pandas, Chrome WebDriver, regular expressions.

Explore project โ†’

๐Ÿจ Web Data Collection

Scrapers for hotel-search results and nightlife / restaurant listings, demonstrating browser-session handling, request reuse, pagination, structured extraction, and output preparation.

Projects: Agoda Hotel Scraper ยท Zomato Nightlife Scraper

๐Ÿ“Š AtliQ Business Insights 360

A Power BI analytics project spanning finance, sales, marketing, and supply-chain views, with data modeling, DAX measures, KPIs, bookmarks, and report navigation.

Stack: Power BI, SQL, Excel, DAX, Power Query.

Explore project โ†’ ยท Open report โ†’

๐Ÿง  Machine Learning & Text Analytics

Hands-on ML projects covering unsupervised customer segmentation and tweet sentiment classification with text preprocessing and traditional machine-learning approaches.

Stack: Python, pandas, NumPy, scikit-learn, NLTK, CountVectorizer, Naive Bayes, K-Means.

Customer segmentation โ†’
Twitter sentiment analysis โ†’

๐Ÿงฎ SQL for Business Insights

Analytical SQL work using joins, CTEs, subqueries, window functions, and business metrics, paired with dashboard-oriented storytelling.

Consumer Goods SQL Challenge โ†’ ยท Sales & Finance Analysis โ†’

๐Ÿ” How I Approach Data Problems

Discover โ†’ Extract โ†’ Validate โ†’ Standardize โ†’ Analyze โ†’ Communicate

I focus on the complete workflow, not just the script: understand the source, design repeatable collection, handle missing or duplicate records, preserve useful attributes, and make the results usable through maps, datasets, or dashboards.

๐Ÿค Connect

โœ‰๏ธ Email ย  ยท ย  ๐Ÿ“ž +91 7008766223 ย  ยท ย  ๐Ÿ’ฌ WhatsApp ย  ยท ย  ๐Ÿ—‚๏ธ Codebasics Portfolio ย  ยท ย  ๐Ÿ’ป GitHub Profile

Repository examples are shared for demonstration and learning. Scraper availability and coverage depend on source-site behavior, API access, and applicable permissions. Sample datasets marked synthetic are illustrative and should not be treated as real-world records.

Popular repositories Loading

  1. SQL-Project-Consumer-Goods-Insights SQL-Project-Consumer-Goods-Insights Public

    Consumer Goods Analytics with SQL | Business Questions, Product Insights and Data-Driven Decision Support

    1

  2. Sales-and-Finance-Analysis-Project-Atliq- Sales-and-Finance-Analysis-Project-Atliq- Public

    AtliQ Sales & Finance Analytics | Business Performance, Revenue Trends and Financial Insights

  3. AtliQ_BI360 AtliQ_BI360 Public

    AtliQ BI360 | Business Intelligence Dashboard Project and Interactive Business Reporting

    HTML

  4. pratyush110022 pratyush110022 Public

  5. sentiment-analysis-twitter-dataset sentiment-analysis-twitter-dataset Public

    Twitter Sentiment Analysis | NLP, Text Analytics and Social Media Opinion Classification

    Jupyter Notebook

  6. Customer_Segmentation_KMeans_Unsupervised_Classification Customer_Segmentation_KMeans_Unsupervised_Classification Public

    Customer Segmentation with K-Means | Unsupervised Machine Learning, Spending Behavior and Income Analysis

    Jupyter Notebook