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Hybrid NLP AI Resume Screener
Developed a production-grade AI automation pipeline to replace subjective resume screening. Engineered an explainable AI architecture merging Rule-Based linguistic heuristics (60% weight) with TF-IDF cosine similarity (40% weight). Capable of processing and ranking over 5,000 records in seconds.
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I analyzed 3M+ job postings across 161 countries and 93K companies to identify hiring trends, in-demand roles, work-mode patterns, and salary insights.
I used Python for data cleaning and preprocessing, SQL for analysis, and Power BI to build an interactive dashboard.
Key areas analyzed:
• Global hiring demand
• Top job roles by demand
• Remote vs. onsite/hybrid work patterns
• Average salary trends
• Monthly hiring trends
This project helped me turn a large dataset into clear, actionable insights for understanding the global job market.
AI-Assisted Sales Intelligence Dashboard
Project Overview
This project is an end-to-end Sales Analytics solution built using Python, SQL, and Power BI.
The workflow includes:
Data Cleaning using Python (Pandas)
Data Storage using SQLite
Business Analysis using SQL Queries
Interactive Dashboard using Power BI
Automated Business Report Generation using Python
The goal of this project is to analyze sales performance, identify profitable products, monitor regional performance, and generate business recommendations.
Dataset
Dataset: Sample Superstore Dataset
Records: 9,994
Features:
Order Details
Customer Information
Product Information
Sales
Profit
Discount
Region
Category
Sub-Category
Tools & Technologies
Python
Pandas
SQLite
SQL
Power BI
Data Visualization
Business Intelligence
Project Workflow
CSV Dataset
↓
Data Cleaning (Python)
↓
SQLite Database
↓
SQL Analysis
↓
Power BI Dashboard
↓
AI Business Report
Dashboard Pages
Executive Overview Total Sales Total Profit Total Orders Profit Margin Regional Sales Analysis Category Performance Analysis
Product Performance Analysis Top Profitable Products Loss-Making Products Profit by Category Sales by Sub-Category
Sales Trends Analysis Sales Trends Over Time Profit Trends Seasonal Performance Insights Key Business Insights West Region generated the highest sales. Technology is the most profitable category. Several products generate significant losses and require pricing review. Sales performance varies significantly across regions. Automated AI Report The project includes a Python-based reporting system that automatically generates:
Total Sales
Total Profit
Business Insights
Strategic Recommendations
Author
Gourav Jangid
Aspiring Data Analyst
Open to Data Analytics Opportunities
I’ve just published a new service here on Contra.
I’ve been working with software engineering, automation and AI for years, and decided to bring that experience into a dedicated service for custom AI applications.
The idea is simple: if you have a process that takes too much manual work, data that could be used better, or existing systems that need some intelligence added to them, I can help build it.
I work with AI agents, RAG, computer vision, OCR/LPR, automation, APIs, backend development and integrations with existing systems and hardware.
I can work from the initial idea and architecture all the way to a production-ready solution.
If you’re working on something interesting or have a problem you think AI could help solve, feel free to reach out
https://contra.com/s/kLsvBFXW-i-will-build-a-custom-ai-powered-application-for-your-business
Congrats on launching the new service! Moving past simple chatbots into full production workflows and system integrations is exactly what businesses need right now. Awesome looking service page.