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Jayati0812/README.md

Typing SVG


👩‍💻 whoami

name         : Jayati Nilekar
role         : Data Analyst Trainee @ AlmaBetter
education    : B.Tech, Electronics & Communication (RGPV Bhopal) · CGPA 8.22
speciality   : Dashboards, EDA & End-to-End Analytics on Microsoft Fabric
tools        : SQL · Python · PySpark · Power BI · DAX · Tableau
domains      : Retail · HR · Finance · E-Commerce · Logistics
also_into    : GenAI — RAG, multi-agent workflows, LangChain, CrewAI
mission      : "Turn messy data into clear, actionable stories."
contact      : jayati.nilekar2@gmail.com

✨ I build end-to-end analytics solutions: cleaning raw data, modeling it, writing SQL business queries, and shipping dashboards that decision-makers can actually use. I also build GenAI apps on the side.


🧮 At a Glance

╔══════════════════════════════════════════════════════════════╗
║                    JAYATI — BY NUMBERS                       ║
╠══════════════════════════════════════════════════════════════╣
║  🗂️  9+         Analytics projects completed                 ║
║  🖥️  8          Power BI & Tableau dashboards                ║
║  🏗️  3+         End-to-end solutions on Microsoft Fabric     ║
║  🗃️  1M+        Records analyzed (SQL · Python · PySpark)    ║
║  🥈  Silver     SQL Badge on HackerRank                      ║
║  🎓  Google     AI Professional Certificate                  ║
╚══════════════════════════════════════════════════════════════╝

🧰 Tech Stack & Tools

🖼️ BI & Analytics

Power BI DAX Tableau Excel

🔬 Programming & Databases

Python PySpark Pandas NumPy MySQL PostgreSQL

🏗️ Data Engineering

Microsoft Fabric Power Query ETL/ELT Lakehouse

🤖 GenAI & Automation

LangChain CrewAI LangGraph Gemini ChromaDB n8n RAG Prompt Engineering

🛠️ Dev Tools

Git GitHub Jupyter VS Code


⚡ Featured Projects

🏗️ Microsoft Fabric End-to-End Solutions

🛒 Retail Pulse Analysis

Analyzed 1M+ transactions to uncover revenue trends, retention patterns, product concentration and regional cancellation risks. Built a PySpark → Lakehouse → Warehouse pipeline feeding a 2-page Power BI dashboard: $20.32M net revenue, 5,943 customers, 71.61% repeat rate, with OneLake row- and column-level security.



🔗 View Project

💸 AR Late Payment Analysis

Evaluated accounts-receivable data to flag overdue payments, surfacing $53.96K at risk across 83 late-paying customers and 34 repeat offenders to prioritize collections. Automated cleaning with PySpark and Delta tables, then built a Power BI dashboard.



🔗 View Project

👥 HR Attrition Analysis

Examined 1,470 employee records across departments, roles, salary bands and demographics to explain a 16.12% attrition rate. Built interactive Power BI dashboards on Fabric (Dataflows Gen2, semantic models) with column-level security.



🔗 View Project

🤖 GitLab AI Content & Documentation Engine

Led a 7-member team building an AI documentation platform with a five-agent workflow (context reading, writing, fact-checking, tone refinement, publishing). Uses RAG, ChromaDB and Pydantic for source-grounded output and human-in-the-loop review.



🔗 View Project

🖼️ Dashboards & Analysis

🧺 Enterprise E-Commerce Analytics

Enterprise-grade dashboard with interactive KPIs, DAX measures, star schema modeling and executive views.



🔗 View Project

🏪 DMart Retail Sales Analytics

Retail dashboard on a self-generated, DMart-inspired synthetic dataset using Power Query, DAX and SQL.



🔗 View Project

🛍️ Customer Shopping Behavior

Data cleaning, EDA, SQL business queries and an interactive dashboard.



🔗 View Project

💳 PaisaBazaar Customer Credit Dashboard

Financial behaviour, credit scores and credit risk, using DAX, Drillthrough and Report Page Tooltips.



🔗 View Project

🚚 FedEx Logistics Performance Dashboard

Interactive Power BI dashboard on the SCMS Delivery History dataset.



🔗 View Project

📦 FedEx Logistics Performance Analysis

EDA of pharmaceutical shipments: performance, freight costs, delivery delays and global supply chain operations.



🔗 View Project

📚 What I Do

Skill Area What It Covers
Data Cleaning & Prep Missing values, duplicates, type fixes, Power Query and PySpark transformations
Exploratory Data Analysis Python (Pandas, NumPy), trend and outlier detection, visual storytelling
SQL Analytics Joins, CTEs, window functions, aggregations, business-driven queries (MySQL, PostgreSQL)
Data Engineering Microsoft Fabric, Lakehouse, Warehouse, Delta tables, ETL/ELT pipelines
Power BI & DAX KPIs, measures, drillthrough, tooltips, row- and column-level security
Data Modeling Star schema, fact and dimension tables, semantic models
GenAI & Automation RAG, multi-agent workflows, prompt engineering, vector databases, n8n

💼 Experience & Education

  • 📝 Data Analyst Trainee, AlmaBetter (Mar 2026 – Present): 9+ analytics projects, 8 dashboards, a SQL product dissection, a YouTube analytics case study and EDA projects on customer insights.
  • 🎓 B.Tech in Electronics & Communication Engineering, UIT RGPV Bhopal (2022 – 2026), CGPA 8.22.

🏅 Certifications & Awards


🔭 GitHub Stats

GitHub Stats Top Languages


🤝 Let's Work Together

const jayati = {
  lookingFor : ["Data Analyst roles", "BI / Power BI Developer roles", "Fabric & analytics engineering projects"],
  canHelpWith: ["SQL reporting", "Power BI dashboards", "PySpark pipelines on Fabric", "KPI design", "GenAI prototypes"],
  reachMe    : "jayati.nilekar2@gmail.com"
};

🔗 Connect With Me


⭐ Thanks for stopping by! If you like my projects, drop a star. ⭐

Profile Views

Pinned Loading

  1. gitlab-ai-content-engine gitlab-ai-content-engine Public

    Forked from DhamodharThyiagarajan/gitlab-ai-content-engine

    JavaScript

  2. Retail-Pulse-Analysis Retail-Pulse-Analysis Public

    Power BI dashboard analyzing revenue, customer retention, and regional performance — built on a Microsoft Fabric pipeline (Notebook → Lakehouse → Warehouse → Semantic Model).

  3. AR-Late-Payment-Analysis AR-Late-Payment-Analysis Public

    End-to-end accounts receivable analytics project built in Microsoft Fabric — medallion architecture (bronze/silver/gold) in a Lakehouse, OneLake row/column-level security, and a Power BI report ana…

  4. HR-Attrition-Analysis HR-Attrition-Analysis Public

    "Power BI dashboard analyzing HR attrition drivers across department, salary, and age — built on a Microsoft Fabric pipeline (Dataflow Gen2 → Lakehouse → Semantic Model)."

  5. Enterprise-Ecommerce-Analytics Enterprise-Ecommerce-Analytics Public

    Enterprise-grade E-Commerce Analytics Dashboard built using SQL, Python & Power BI with interactive KPIs, DAX measures, star schema modeling and executive dashboards.

    Jupyter Notebook 1