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Mounusha25/README.md
Mounusha Ram Metti cover

👋 Hello, I'm Mounusha


Data Scientist • Machine Learning Researcher

Transforming raw data into sustainable, actionable intelligence using Machine Learning, Geospatial Analysis, and Generative AI.


🎓 MS Data Science @ Arizona State University (Dec 2026) - 4.0 GPA
🔬 Data Science Researcher @ ASU
💡 Building: 15+ ML Systems & Video RAG Architectures

🚀 Availability Phase


Seeking Internships

CPT/OPT

Tempe

LinkedInPortfolioResumeLeetCodeEmail


🚀 Currently

TrackStatus
🔨 BuildingVideo RAG for semantic search and context-aware Q&A over video content
📖 LearningAgentic AI workflows, MLOps practices, production-grade evaluation
💼 Internship / Co-op🟢 Available immediately
🎯 Full-time🟡 Available December 2026

🧠 Languages & Tools

Data Science & Machine Learning

Data Analytics & Visualization

Data Engineering & Infrastructure

Cloud & Full Stack

Development Tools & Automation

Sustainability & Environmental


💼 Professional Experience

🔬 Data Science Researcher ASU

🗓️ Oct 2025 – Present | 📍 Tempe, AZ

  • IoT Data Pipelines: Built validated Python & SQL pipelines for 70K+ IoT sensor records across 8 tracking stations, constructing model-ready datasets for forecasting and environmental trend analysis.
  • Anomaly Detection: Developed statistical anomaly detection workflows on 14 environmental sensor parameters, improving false-alert detection by 40% vs. rule-based baselines.
  • Engineering API / BI: Deployed PostgreSQL-backed access APIs (cutting retrieval latency by 35%) and built Tableau dashboards for tracking KPIs, accelerating insight generation 3x.

📊 Data Analyst Researcher ASU

🗓️ Feb 2025 – Oct 2025 | 📍 Tempe, AZ

  • Geospatial ELT: Architected Python ELT pipelines integrating federal geospatial datasets (CWNS 2022 + NHDPlus) over 10K+ records, reducing processing time by 60%.
  • Graph Data Modeling: Implemented BFS graph traversal in ArcPy to propagate flow attributes across directed networks, replacing manual workflows and improving reproducibility by 40%.
  • Predictive Analytics: Engineered features using causal inference and statistical modeling, creating ML-ready risk scoring systems consumed by 3 distinct research groups.

⚙️ Data Engineering Intern AWL Metaverse Pvt. Ltd.

🗓️ Mar 2024 – Dec 2024 | 📍 India

  • Behavioral Analytics: Analyzed 500K+ user activity records via SQL and Python to map engagement patterns, retention drivers, and depth of product usage.
  • ML Retention Modeling: Built classification models to predict early learner churn, outperforming standard rule-based prediction baselines by 18%.
  • Data Productionization: Centralized recurring metrics into indexed PostgreSQL datasets, pushing down BI query latency and data ingestion errors by 80%.

📈 Data Analytics & Reporting Intern Dharte Inc.

🗓️ May 2023 – Aug 2023 | 📍 India

  • Campaign Optimization: Segmented multi-channel campaign data using SQL, Python, and Excel, optimizing target demographics and driving a 15% increase in Click-Through Rates (CTR).
  • Workflow Automation: Scripted automated end-to-end reporting frameworks for CAC, conversion rates, and channel performance, reducing manual prep workloads by 40%.
  • Stakeholder Reporting: Visualized KPI trends via interactive Tableau dashboards, empowering key stakeholders to arrive at business decisions 65% faster.

🗂️ Featured Projects

🛒 GenAI Retail Forecast ✅ Active

Production-grade ML system that ingests raw retail sales, trains time-series forecasting models on BigQuery ML, and delivers 30-day demand forecasts through a FastAPI backend and Streamlit BI dashboard.

Focus: Time-Series · Retail Forecasting · Big Data ML
Tech: BigQuery ML · FastAPI · Streamlit · Python

🎙️ Aria VisionAI ✅ Complete

Accessibility-focused voice AI for blind/visually impaired users. Listens to voice, reasons about intent, and executes desktop/web actions (browsing, writing, coding) through natural spoken conversation.

Focus: Voice AI · Accessibility · Multi-Modal LLMs
Tech: LLMs · NLP · Desktop APIs · Speech-to-Text

🍄 MyceliumAI ✅ Complete

A collaborative knowledge-sharing network for AI agents. Prevents wasted computation by enabling stuck, loop-bound agents to ask the collective network for help instead of failing repeatedly.

Focus: Multi-Agent Systems · Knowledge Graphs · GenAI
Tech: Python · Agentic Workflows · Distributed Computing

🛵 Swiggy Strategy Analysis ✅ Complete

Full-stack Swiggy sales analytics over 197,430 Indian food delivery orders. Developed three original strategic frameworks: City Expansion Index, Menu Intelligence Matrix, and Restaurant Health Score.

Focus: Data Analytics · Business Strategy · ETL
Tech: SQL · Pandas · Tableau · Data Engineering


🌟 Extracurriculars & Certifications

✊🏼 Leadership & Service


  • ASU
  • ASU
  • IIT KGP

📜 Professional Accolades


IBM Data Science

Deep Learning Specialization
DeepLearning.AI
CNNsRNNsNLP
Optimization for real-world AI systems

🎙️ Tech Conferences


GHC

Developer Week

StepSF

Databricks Summit


📈 GitHub Activity

Contribution Graph
GitHub Streak



contribution snake

"Let's connect if you're building at the intersection of data, AI, and sustainability." 🌍
Always open to collaborating on projects that matter.

Pinned Loading

  1. genai_retail_forecastgenai_retail_forecastPublic

    Production-grade ML system that ingests raw retail sales, trains time-series forecasting models on BigQuery ML, and delivers 30-day demand forecasts through a FastAPI backend and a real-time Stream…

    Python 1

  2. Kube_PulseKube_PulsePublic

    KubePulse is an autonomous AIOps agent that continuously monitors Kubernetes pod memory usage, predicts anomalies before they cause outages, and leverages a Large Language Model to automatically su…

    JavaScript

  3. MyceliumAIMyceliumAIPublic

    A knowledge-sharing network for AI agents that prevents wasted computation by letting stuck agents ask for help instead of looping forever.

    TypeScript

  4. Aria_VisionAIAria_VisionAIPublic

    Aria is an accessibility-focused voice AI designed primarily for blind and visually impaired users. It listens to your voice, reasons about what you need, and acts — browsing the web, controlling y…

    TypeScript

  5. swiggy_analysisswiggy_analysisPublic

    A full-stack Swiggy sales analytics project analyzing 197,430 food delivery orders across India. Built three original frameworks — City Expansion Index, Menu Intelligence Matrix, and Restaurant Hea…

    Jupyter Notebook 1

  6. StyleNova_AIStyleNova_AIPublic

    A production-grade hybrid recommender that fuses OpenAI CLIP vision-language embeddings with adaptive collaborative filtering — deployed end-to-end with a real-time swipe feedback loop.

    Python