Ravindra Siva Sai Kumar Medicharla

Research, code, and a personal creative archive

ML/AI engineer and graduate researcher designing, training, and deploying end-to-end machine learning systems across computer vision, generative AI, and healthcare AI — while keeping space for writing, photography, fitness, and music.

View work Open Insights
Digital profile Available for collaboration

Current role

Handshake AI

AI Trainer · LLM Evaluation & Model Assessment

Research

AI-CHESS Lab

Graduate Researcher · Saint Louis University · GPA 3.83

Creative space

Insights

SSK AI Hub™, photography, fitness, and music

Location

St. Louis

Graduate AI student based in Missouri

PyTorch LLM Evaluation Computer Vision FastAPI GeoAI

Academic standing

3.83 GPA

M.S. Artificial Intelligence, Saint Louis University

Research depth

4+ Projects

Healthcare AI, object detection, recommender systems, and GeoAI research

Credential set

5 Core Certifications

AWS ML, Azure AI, NVIDIA DLI, IBM Data Science, and more

Experience

< 2 Years

ML/AI roles, graduate research, internships, and applied project work

Featured projects

Research & applied AI across intelligent systems and machine learning

Three representative builds that show how I work across research questions, product thinking, and implementation detail.

MediTrust

Explainable AI healthcare platform for cardiovascular risk prediction with XGBoost, SHAP, and full-stack deployment on AWS.

FastAPI XGBoost SHAP AWS
View project

Campus-Objects

Multi-class object detection with LW-DETR on 3,000+ annotated campus images, achieving 0.71 mAP@0.5.

PyTorch LW-DETR COCO Object Detection
View project

Snap Tune

AI-powered multi-modal music recommender using BLIP captioning, GPT mood inference, and Spotify search.

Streamlit BLIP DistilGPT2 Spotify API
View project
Insights

Portfolio for the work. Insights for the ideas.

Professional proof lives in Portfolio. SSK AI Hub™ publications, photography, fitness, and music live in Insights — so visitors can follow the full range without losing the personal brand.

Open Insights
SSK AI Hub™

Publications

Career guides, technical tutorials, and research notes.

 Visual

Photography

Image-led studies, galleries, and observations.

 Discipline

Fitness & Health

Routines, recovery, and consistency systems.

 Mood

Music

Listening notes, playlists, and discovery archives.
About Ravindra

Building useful, reliable intelligent systems

I am an ML/AI engineer and graduate researcher with hands-on experience designing, training, and deploying end-to-end machine learning systems across computer vision, generative AI, and healthcare AI. My work brings together model evaluation, explainability, and MLOps to turn ideas into production-quality solutions.

Location St. Louis, MO
Role AI Trainer, Handshake AI · Graduate Researcher, AI-CHESS Lab
Education M.S. AI, SLU (GPA 3.83) — Jan 2025–Dec 2026
Undergrad B.Tech Civil Engineering, Vel Tech R&D — 2016–2020