Available for Opportunities

Abhinag Reddy
Machireddy

AI Engineer
Data Engineer
Data Analyst
Business Analyst
Analytics Engineer
People Analyst
Marketing Analyst
BI Developer
Building Intelligent Systems that Learn, Adapt, and Deliver Results
Architecting Scalable Data Pipelines for Enterprise-Scale Analytics
Transforming Complex Data into Strategic Insights
Bridging Business Needs with Data-Driven Solutions
Engineering Robust Analytics Infrastructure for Business Growth
Transforming Workforce Data into Strategic People Insights
Converting Marketing Data into Growth-Driving Decisions
Building Intelligent Dashboards that Empower Business Leaders
View Projects Get in Touch
SOURCE ETL LOAD
↑ 24% REVENUE ↑ 35% GROWTH ↓ 12% COST 98% QUALITY
DATABASE API CACHE ANALYTICS ML ENGINE
75% Engaged 100% 85% 70%
Awareness: 10K Interest: 5K Decision: 2K Action: 800 8x ROI
$2.5M Revenue ↑24% Growth 94% Quality 85% ⚡
1.2+
Years Experience
20+
Projects
500+
CSV Analyzed
7+
ETL Pipelines
AR
USA

Data Analytics Engineer

AI Enthusiast | Problem Solver

AI & Machine Learning
Data Engineering
Analytics Solutions

I'm Abhinag Reddy Machireddy, a Data Analytics Engineering graduate student at George Mason University specializing in Business Analytics. I'm passionate about transforming raw data into meaningful insights, intelligent systems, and real-world business impact.

My work spans data engineering, machine learning, business intelligence, and AI systems, with projects across climate analytics, healthcare, marketing, HR, construction, finance, sports, and IoT. From building AI-powered climate policy tools using LLMs and MCP pipelines, to designing predictive models, interactive dashboards, and decision-driven analytics solutions, I focus on creating systems that are both technically strong and business-relevant.

I enjoy working at the intersection of data, AI, and decision science — where analytics becomes strategy. Whether it's forecasting outcomes, optimizing operations, understanding human behavior, or enabling smarter policies, I aim to design solutions that are explainable, scalable, and impactful.

What I'm Looking For

I'm actively seeking opportunities in Data Analytics, Business Analytics, Business Intelligence, Data Engineering, and AI-driven analytics roles, where I can contribute, learn, and grow while creating measurable impact.

Education

Academic Foundation in Data Analytics & Engineering

Master of Science in Data Analytics Engineering

George Mason University — Fairfax, VA

Graduating December 2025 | GPA: 3.85/4.0

Business Analytics Concentration

Key Coursework: Data Engineering Fundamentals, Big Data Analytics, Data Visualization, Business Analytics, Operations Research, Marketing Research and Analytics, Machine Learning and AI, Foundations of Large Language Models, Fraud Examination, People Analytics

Bachelor of Engineering in Mechanical Engineering

Amrita School of Engineering, India

Aug 2019 - May 2023

Analytics-Aligned Coursework: Operations Research, Engineering Mathematics, Probability and Statistics, Industrial Engineering, Production Planning and Control, Quality Control and Six Sigma, IoT Systems and Sensors, Financial and Cost Analysis

Work Experience

1.2+ years across Business Analytics, Marketing & Operations

▼ 7 months Contract

Business Analyst

UnyKloud Technologies Pvt Ltd

Hyderabad, India (Hybrid) • May 2023 – Nov 2023

Business Analytics HR & Operations Client Engagement

Primary liaison for Sifton Properties (Canada) managing 100+ properties. Streamlined operations with NetSuite and Miro, improving efficiency by 20-30%.

  • Served as the primary liaison with Sifton (Canada), managing requirements for an app overseeing 100+ residential properties
  • Streamlined leasing and onboarding workflows using NetSuite, improving operational efficiency by 20%
  • Enabled smoother cross-functional coordination using Miro, reducing planning overhead by 30%
  • Collaborated with the internal HR team to design employee engagement surveys and conducted exploratory data analysis (EDA) in Excel to identify key workforce trends, improving team satisfaction tracking accuracy by 40%
  • Contributed to a 25% improvement in project delivery timelines through data-backed requirement gathering and agile team communication
▼ 6 months Internship

Business Analyst Intern (Part-Time) – Industrial Sustainability & Operations

GoGreen Analytics

Remote • Nov 2022 – Apr 2023

Industrial Analytics Sustainability ESG Reporting

Analyzed operational performance across 3+ rural Indian production plants, identifying 25–30% OPEX reduction potential and 18% energy savings through sustainability and efficiency optimization.

  • Collaborated with 3+ small-to-mid scale production plants across rural regions of India to analyze operational performance, sustainability KPIs, and budget constraints, resulting in actionable recommendations for workflow optimization
  • Conducted data-driven assessments of energy usage, material efficiency, and waste generation across 5+ departments using Excel, Power Query, and pivot dashboards, uncovering up to 18% in energy savings potential
  • Built ROI models and scenario plans to compare traditional infrastructure expansion vs. sustainable process alternatives, enabling clients to make cost-effective decisions with projected 25–30% OPEX reductions
  • Created custom reporting dashboards and ESG-aligned presentation decks using Excel, PowerPoint, and Canva, helping non-technical clients visualize operational bottlenecks and opportunities
  • Delivered monthly sustainability insights reports, tracking key metrics such as Carbon Intensity Ratio, Resource Recovery Efficiency, and Budget Deviation Index, aiding clients in improving ESG readiness and funding eligibility
  • Developed practical knowledge in industrial analytics, stakeholder engagement, lean manufacturing principles, and sustainability reporting frameworks (GRI-lite)
▼ 4 months Internship

Marketing & Content Strategist Intern

AlgoShack

Remote • Jul 2022 – Oct 2022

Marketing Analytics Content Strategy SaaS

Worked with CEO on AlgoQA platform marketing. Designed campaigns achieving 22% increase in qualified leads and 18% improvement in ad engagement.

  • Collaborated directly with the CEO and product teams to create and optimize content for AlgoQA, a software testing automation platform
  • Designed marketing campaigns targeting QA professionals, and analyzed campaign performance across email, social, and product demo channels—resulting in a 22% increase in qualified leads
  • Conducted competitor benchmarking and trend analysis to inform strategy, improving ad engagement rate by 18%
  • Gained hands-on experience in funnel analysis, A/B testing insights, and campaign content optimization
▼ 1 month Internship

Project Intern – NDT & Quality Testing

Bharat Dynamics Limited (BDL)

Hyderabad, India • Jul 2022

Aerospace Quality Assurance Defense

Contributed to Non-Destructive Testing on Aakash missile components using ultrasonic and radiographic methods in India's defense R&D environment.

  • Contributed to Non-Destructive Testing (NDT) operations on Aakash missile components
  • Applied ultrasonic and radiographic testing methods to ensure structural integrity and adherence to safety standards
  • Gained hands-on experience working within India's critical defense R&D and manufacturing environment
  • Strengthened understanding of quality control, thermal analysis, and engineering documentation
▼ 2 months Internship

Content and Marketing Analyst

Zersy

Remote • Jul 2021 – Aug 2021

Digital Marketing User Analytics Product Analytics

Analyzed user journey on Zersy's mobile app, identifying drop-off points. Achieved 67% increase in user engagement and 25% boost in social media engagement.

  • Conducted user journey and exit-point analysis on Zersy's mobile app using Excel, identifying key drop-off points and proposing UI/UX improvements that resulted in a 67% increase in user engagement
  • Worked with the marketing team to design social media content and retention campaigns, contributing to a 25% boost in Instagram and LinkedIn engagement
  • Supported data-driven storytelling by integrating survey feedback and behavioral insights into blog content and platform updates
  • Role evolved into a dual function of content marketing and product analytics, bridging communication between users, designers, and campaign teams

Featured Projects

20 AI-powered and data-driven solutions with measurable business impact

AI

ClimateGPT MCP Server

Erasmus AI

Sep 2024 - Present

AI pipeline integrating climate and economic datasets for policy intelligence using MCP and LLM orchestration

MCP Integration Multi-Dataset Fusion
View Details
AI

AI-Based Restaurant Forecasting System

ChefGenie AI

Aug 2024 - Present

End-to-end ML system predicting restaurant inventory needs with 82% accuracy

82% Accuracy Inventory Optimization
View Details
AI

AI Professional Agent (Portfolio Chatbot)

Personal Project

Jan 2025

Production-ready AI agent with RAG pipeline for professional Q&A automation

RAG Pipeline Real-time Q&A
View Details
Machine Learning

ECU Defect Classification System

Automotive AI

2024

ML system classifying ECU defect patterns with >90% accuracy for predictive maintenance

>90% Accuracy Predictive Maintenance
View Details
Machine Learning

NBA Game Outcome Prediction & Analysis

Sports Analytics

2024

Predictive models achieving 85-90% accuracy with engineered performance features

85-90% Accuracy Feature Engineering
View Details
People Analytics

HR Metrics Dashboard for Workforce Planning

UC Irvine • People Analytics

Sep 2024

Comprehensive HR analytics dashboard with ML-powered attrition prediction

Attrition Prediction Workforce Insights
View Details
People Analytics

Mental Health in Tech: Policy Impact Analysis

Healthcare Research

May 2024

Statistical analysis of mental health policies using clustering and regression

Policy Impact Statistical Modeling
View Details
Data Engineering

U.S. Food Imports Interactive Dashboard

Trade Analytics

2024

Interactive R Shiny dashboard analyzing 20+ years of U.S. food import patterns

20+ Years Data Trade Pattern Analysis
View Details
Business Intelligence

Sales Portfolio Analysis Dashboard

Power BI

2024

Automated KPI dashboards in Power BI reducing reporting time by 40%

40% Time Reduction Automated KPIs
View Details
Analytics

Activity & Health Insights Analysis

Digital Health Analytics

2024

Personalized health insights using regression and clustering on 10,000+ user records

10,000+ Records Personalized Insights
View Details
Data Engineering

Rainfall Analysis Dashboard – Fairfax County

Environmental Analytics

2024

Seasonal and long-term trend dashboards for rainfall pattern analysis

Seasonal Analysis Trend Detection
View Details
Analytics

Social Buzz – Content Popularity Analysis

Media Analytics

2024

Content engagement analysis supporting IPO readiness strategy

Content Engagement IPO Readiness
View Details
Analytics

Fairfax Housing Affordability Analysis

Urban Analytics

2024

Housing affordability gaps and construction cost trend analysis

Affordability Analysis Cost Trends
View Details
Machine Learning

Housing Price Prediction – Fairfax County

Real Estate Analytics

2024

Multivariate regression model achieving R² = 0.78 for price prediction

R² = 0.78 Price Prediction
View Details
Analytics

Weather Impact on Construction Delays

Construction Analytics

2024

Weather impact analysis on construction delays using API integration

API Integration Delay Analysis
View Details
Analytics

IPL Cricket Ball-by-Ball Analysis

Sports Analytics

2024

Player and match-level performance insights from ball-by-ball data

Ball-by-Ball Analysis Player Insights
View Details
Analytics

World Bank FDI Analysis

Financial Analytics

2024

Global FDI trend analysis revealing 59.6% decline over 10 years

59.6% Decline Global Trends
View Details
AI

Smart Dairy Farm (Dashboard)

IoT Analytics • Agricultural Tech

2024

IoT-driven dashboards for precision dairy farming with RFID tracking

IoT Integration RFID Tracking
View Details
Business Intelligence

Monster Beverage Marketing Analysis

Marketing Analytics

2024

Survey analytics identifying brand drivers and strategic actions

Survey Analysis Brand Drivers
View Details
Business Intelligence

Adidas Brand Perception Analysis

Brand Analytics

2024

Consumer perception analysis with segmentation recommendations

Perception Analysis Consumer Segmentation
View Details

Skills & Expertise

Data Analytics | AI/ML | Business Intelligence | Data Engineering

Core Skill Areas

Data Analytics

Business Intelligence

Machine Learning

Data Engineering

AI & LLM Systems

Domain Analytics

Programming & Query Languages

Python R SQL (MySQL, PostgreSQL)

Data Engineering & Processing

ETL Pipelines Data Cleaning & Transformation API Integration Data Modeling Feature Engineering

Analytics & Statistical Methods

EDA Predictive Analytics Statistical Modeling Regression Hypothesis Testing Correlation Analysis Clustering Classification

Machine Learning & AI

Decision Trees Logistic/Linear Regression K-Means Random Forest XGBoost Model Evaluation LLM Foundations Prompt Engineering

Business Intelligence & Visualization

Power BI Tableau R Shiny Matplotlib Plotly Dashboard Design KPI Development

Databases & Cloud

MySQL PostgreSQL Oracle OCI (Generative AI) API Data Integration

Domain Analytics

Marketing Analytics People Analytics Financial Analytics Sports Analytics Construction Analytics Healthcare Analytics Environmental Analytics

Tools & Platforms

Excel PowerPoint Qualtrics Google Analytics GitHub VS Code

Business & Soft Skills

Business Problem Solving Data-Driven Decision Making Stakeholder Communication Process Optimization

Industry Certifications

8 specialized credentials in Data Analytics, AI, BI, and People Analytics

ORACLE

Oracle Cloud Infrastructure 2025 Foundations Associate (1Z0-1085-25)

Oracle

Cloud-based AI and LLM deployment

SQL Advanced

HackerRank

Advanced SQL querying and database management

R Intermediate

HackerRank

Statistical programming and data analysis in R

Power BI Data Analyst Professional Certificate

Microsoft

Professional BI dashboard development and DAX

Accenture North America Data Analytics and Visualization

Accenture

Real-world data analytics simulation and business intelligence storytelling
UCI

Human Resources Analytics

UCI Business Analytics Certification

People analytics, workforce insights, and HR metrics for data-driven decision-making

Product Management Essentials

Internshala Trainings

Product strategy and data-driven product development

Financial Modeling & Valuation

Internshala Trainings

Financial analysis and business valuation techniques

United States

Ready to Build Something Data-Driven Together?

I'm actively seeking opportunities in Data Analytics, Business Analytics, Business Intelligence, Data Engineering, and AI-driven analytics roles. Let's discuss how I can contribute to your team.

Email
mabhinagreddy@gmail.com
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