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asritha353/README.md

Profile Views


Tech Stack

Data Engineering & Analytics

Python PostgreSQL Pandas SQLAlchemy Power BI Jupyter

AI / ML / Research

scikit-learn PyTorch XAI IEEE

Backend & Full-Stack

Node.js Express Prisma TypeScript React

Tools & Platforms

Git GitHub Docker VS Code


About Me

class Asritha:

    name        = "Asritha Kristapati"
    role        = "Data Engineer & Full-Stack Developer"
    university  = "SRM University AP — CSE (Big Data Analytics)"
    gpa         = "8.7 / 10"
    location    = "Hyderabad, Telangana, India"
    blog        = "https://asritha353.github.io/project-blog/"

    focus = [
        " Incremental ETL Pipelines & Data Warehousing",
        " Explainable AI (XAI) Research",
        " Full-Stack Backend & Database Engineering",
        " Business Intelligence & Analytics",
        "  DevOps Monitoring & Infrastructure",
    ]

    highlights = [
        " IEEE-published XAI researcher",
        " Deloitte Virtual Internship — Data Analytics (Forage)",
        "  Built incremental ETL pipeline processing Amazon sales data",
        " Backend & DB engineer for RentEase — full-stack rental platform",
        " Power BI dashboards with star schema data warehouse",
        " Active project blog @ asritha353.github.io/project-blog/",
    ]

    currently_building = "Production-grade data systems and backend APIs"

Featured Projects

Incremental ETL — Amazon Sales Data Warehouse

End-to-end incremental ETL pipeline that extracts, transforms, and loads Amazon sales data into a star schema PostgreSQL data warehouse — with automated change detection and Power BI dashboards.

Key Features:

  • Incremental loading — detects and processes only new/changed records (no full reloads)
  • Star schema design — fact & dimension tables optimized for analytical queries
  • Python stack — Pandas for transformation, SQLAlchemy for ORM-based loading
  • Power BI dashboards — sales trends, regional breakdowns, product performance
  • Reusable pipeline architecture — modular extraction, transformation, loading stages

Python PostgreSQL Pandas SQLAlchemy Power BI Jupyter

ETL Repo


RentEase — Full-Stack Rental Property Management Platform

A production-grade rental property management platform with a robust backend API, relational database, and role-based access for landlords and tenants.

My Contribution — Backend & Database Engineering:

  • RESTful API built with Node.js + Express — properties, bookings, users, payments
  • PostgreSQL schema design — normalized relational model with foreign keys & constraints
  • Prisma ORM — type-safe database access, migrations, and seed scripts
  • Role-based auth — landlord vs tenant permissions with JWT authentication
  • 42 functional requirements implemented across a 7-table database schema

Node.js Express PostgreSQL Prisma TypeScript

RentEase Repo


Explainable AI Research — IEEE Publication

Research internship resulting in an IEEE-published paper on Explainable AI (XAI) — making machine learning model decisions transparent and interpretable.

  • Published at IEEE Conference
  • Focus: model interpretability, feature attribution, XAI techniques
  • Conducted as a formal research internship

Python scikit-learn IEEE


Project Blog

Personal technical blog documenting data engineering projects, learnings, and walkthroughs.

Visit Blog Blog Repo


Research & Experience

Type Details Year
IEEE Publication Explainable AI Research — XAI model interpretability 2024
Deloitte Virtual Internship Data Analytics (via Forage) 2024

SRM University AP · Department of CSE (Big Data Analytics)


GitHub Activity

Asritha's GitHub activity graph


Skills at a Glance

Domain Skills
Languages Python · SQL · TypeScript · JavaScript
Data Engineering ETL Pipelines · Star Schema · Pandas · SQLAlchemy · PostgreSQL
BI & Visualization Power BI · Jupyter Notebooks
Backend Node.js · Express.js · REST APIs · Prisma ORM · JWT Auth
AI / ML Explainable AI · scikit-learn · PyTorch · Multi-label Classification
DevOps & Tools Docker · Git · GitHub · VS Code

Let's Connect

LinkedIn Blog GitHub


** Andhra Pradesh, Viyawada, India · SRM University AP**

  • "Building data systems that are reliable, explainable, and built to scale."*

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