A

Aastha Gade

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Dallas, Texas, United States

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Résumé

Jobs verified_user 0% verified
  • Community Dreams Foundation
    AI Data Scientist
    Community Dreams Foundation
    Mar 2026 - Current (5 months)
    • Conducted EDA and built predictive models (Random Forest) on 11K+ patient records — identified key drivers of user engagement and created dynamic confidence scoring (55-100% range), directly improving personalization; achieved 40% reduction in irrelevant recommendations. • Designed self-service dashboards (Streamlit, Power BI) tracking healthcare KPIs across 10K+ conversations — automated ETL pipelines with data validation; cut manual reporting time by 40%; empowered stakeholders to self-serve insights. • Performed data quality audits on 500+ profiles, surfacing 4 critical data issues (including a 1000x unit error) — implemented cleaning methodology and documented findings; improved downstream analytics accuracy by 25%. • Collaborated wit
  • C
    Data Scientist + AI/ML Engineer
    Cyient Inc.
    May 2025 - Aug 2025 (4 months)
    • Cleaned and preprocessed industrial sensor data; performed EDA and built predictive models (LightGBM, Prophet) — improved anomaly detection accuracy by 22%; reduced error variance by 15%; delivered clear insights to stakeholders. • Developed automated ETL pipelines and real-time Streamlit dashboards with drift detection — cut retraining and reporting time by 30%; ensured data integrity through validation checks.
  • C
    Data Analytics Engineer
    Cyient Ltd.
    Jun 2023 - Dec 2023 (7 months)
    • Wrote complex SQL queries (joins, aggregations) to extract and validate data from multiple sources — designed recurring Power BI dashboards; implemented data integrity checks reducing manual analysis time by 30%. • Built project tracking system with real-time visibility across 10+ projects — reduced reporting time by 40% through automated workflows; documented processes for team consistency.
Education verified_user 0% verified
  • U
    MS in Data Science
    University at Buffalo – SUNY
    Aug 2024 - Dec 2025 (1 year 5 months)
  • Savitribai Phule Pune University
    BTech, Electronics & Telecommunication Engineering
    Savitribai Phule Pune University
    Feb 2021 - Jun 2024 (3 years 5 months)
Projects (professional or personal) verified_user 0% verified
  • C
    Crime Analytics
    PostgreSQL DB for 500K+ records — optimized queries 97% via indexing, reduced storage 55% via normalization; built interactive dashboards for pattern analysis.
  • S
    Sentiment Analysis
    Analyzed user comments using LSTM/ensemble models — improved accuracy from 65% to 95%; built Streamlit dashboard for audience behavior insights.
  • B
    Breast Cancer Prediction
    97%-accuracy ML pipeline with FastAPI/Docker deployment on AWS, real-time Streamlit frontend, and MLflow tracking — end-to-end from data preprocessing to production.
  • S
    Sales & Marketing Performance Dashboard (fabricated)
    Built interactive Power BI dashboard with SQL-backed ETL on AWS (S3, Glue) tracking KPIs across 50+ campaigns — automated weekly reporting, reducing manual effort by 50%, and identified 15% uplift in lead conversion through segmentation analysis.
Publications verified_user 0% verified
  • I
    Implementation and Empirical Analysis of Modified U-Net Architecture for Brain Tumor Segmentation
    Jan 2025
  • D
    Design and Implementation of A Digital Hearing Aid System with An Improved Speech Intelligibility
    Jan 2023