Credentials & Proof

Portfolio & Credentials

A practical record of projects, experience, education, technical skills, certifications, and achievements. Each section shows the work completed and the knowledge behind it.

Evidence at a glance 19 credentials across applied AI, cloud, spatial systems, and software.
16 Completed 3 Planned 5 Categories
Projects

Selected builds and research projects

MediTrust — Explainable AI Healthcare Risk Prediction

Spring 2026

Full-stack AI healthcare platform for cardiovascular risk prediction with FastAPI, React, and PostgreSQL. Built and evaluated Logistic Regression, Random Forest, and XGBoost models (ROC-AUC 0.87) with SHAP-based explainability for clinical decision support. Containerized and deployed on AWS with GitHub Actions CI/CD.

FastAPIReactPostgreSQLXGBoostSHAPDockerAWS

Campus-Objects — Multi-Class Object Detection

Fall 2025

Collected and annotated 3,000+ campus images across 8 object categories in COCO format. Built an end-to-end LW-DETR detection pipeline with transfer learning, data augmentation, and hyperparameter tuning, achieving 0.71 mAP@0.5 on validation data.

PyTorchLW-DETRCOCOObject DetectionPython

Snap Tune — AI Music Recommender

Spring 2025

Multi-modal AI application that generates contextual music recommendations from user-uploaded images using BLIP captioning and GPT-based mood inference, with real-time Spotify API integration deployed on Streamlit Cloud.

StreamlitBLIPDistilGPT2Spotify APIHugging Face

GeoAI Flood Detection System

Fall 2025

Semantic segmentation for flood-affected zones using attention U-Net on Sentinel-1 SAR imagery, with Grad-CAM visualizations for interpretability.

PyTorchSARU-NetAttentionGrad-CAM
SS

SSKS Home Designs

Interior Design · Sustainable Building Models · 3D Visualization

Founded venture · 2021–2023 · East Godavari, Andhra Pradesh

Business profile

Photos sourced from the live Google Maps listing. SSKS Home Designs is an interior design and sustainable building venture I founded to deliver energy-efficient models, client-ready visualizations, and end-to-end project coordination.

  • Led client communication, design direction, and practical delivery across residential projects.
  • Built 3D models and sustainable building concepts using AutoCAD, Revit, and SketchUp.
  • Designed and shipped the firm portfolio site with HTML, CSS, and JavaScript.
Interior Design AutoCAD Revit SketchUp HTML CSS JavaScript