// Data Scientist & ML Engineer

Pragati
Khekale

Transforming complex data into actionable insights, predictive models, and intelligent systems that scale.

View Projects → Tableau Profile ↗ GitHub ↗ Resume ↗

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core technologies

agent builder

// 01 — expertise

Core Skills

🐍

Python

Data analysis, automation, ML pipelines, and AI agents

🗄️

SQL

Database queries, ETL pipelines, and data transformation

📊

Tableau

Interactive dashboards and KPI reporting

🗺️

ArcGIS Pro

Geospatial data analysis and visualization

🤖

Machine Learning

Predictive models with TensorFlow and PyTorch

🔗

NLP & AI Agents

TF-IDF, cosine similarity, LLM orchestration

// 02 — work

Featured Project

📄

Resume Parse

PDF → skills & keywords

🌐

Scrape Jobs

Indeed + LinkedIn

🧠

NLP Match

TF-IDF + skill overlap

🏷️

Classify

H1B / MAANG / F500

📬

Notify

Sheets + email alerts

Job Finder AI Agent

An intelligent, automated job search system for data science positions. Scrapes postings, runs NLP-based resume matching, classifies by H1B/MAANG/Fortune 500 signals, and delivers ranked results to Google Sheets with email alerts.

AI Agent System

Resume parsing — extracts skills, experience, and keywords from PDF
TF-IDF cosine similarity + keyword overlap scoring (0–100%)
H1B visa sponsorship signal detection
MAANG & Fortune 500 company classification
ATS portal detection (Workday, Greenhouse, Lever, etc.)
Google Sheets integration with conditional formatting
Automated schedule — Mon–Fri 9 AM, 11:30 AM, 4:30 PM
HTML email reports with ATS keyword suggestions

# Matching Algorithm

tfidf_score = cosine_similarity (resume, jd)

kw_score = skill_overlap (resume, jd)

# Weighted blend

match = ( 0.65 × tfidf_score

+ 0.35 × kw_score )

# Threshold: 72% to qualify

if match >= 0.72 : log_to_sheets ()

Python BeautifulSoup4 scikit-learn pypdf Google Sheets API APScheduler SMTP TF-IDF NLP

02 —

Tableau Dashboards

Interactive data visualizations and KPI dashboards built with Tableau Public. Business analytics, trends, and storytelling through data.

Tableau Data Viz Analytics

03 —

Geospatial Analysis

Spatial data analysis and visualization using ArcGIS Pro. Mapping complex geographic patterns to drive location-based decisions.

ArcGIS Pro Python GIS

// 03 — connect

Get in Touch

Open to data science, ML engineering, and analytics roles. Whether it's a full-time position, freelance project, or just a conversation about data — I'd love to connect.

pragati@portfolio ~ python orchestrator.py

$ python orchestrator.py