Sai Ram Aditya | AI Engineer & Researcher

01 / about

Who I Am

I'm a Senior Applications Developer at Oracle and AI researcher with a B.Tech in Artificial Intelligence from IIT Hyderabad. My work spans enterprise software, machine learning research, and production AI systems.

I specialize in Explainable AI, LLMs & Generative AI, and bridging cutting-edge research with real-world deployment. My first-authored paper on SHAP-based XAI has garnered 110+ citations.

When I'm not building LLM-powered enterprise workflows at Oracle, I'm exploring agentic AI, multi-agent orchestration, and cloud-native architectures.

110+ Citations

3 Publications

8.33 IIT GPA

2+ Yrs @ Oracle

profile.ts

// sai_ram_aditya.profile
const me = {
  role: "Senior Applications Developer",
  company: "Oracle",
  education: "B.Tech AI · IIT Hyderabad",
  expertise: [
    "Explainable AI",
    "LLMs / GenAI",
    "Agentic Systems",
    "Cloud Architecture",
  ],
  location: "Hyderabad, India",
  openToWork: true,
};

02 / experience

Where I've Worked

Senior Applications Developer

Oracle · Hyderabad, India

Jun 2023 — Present Current

Designed and exposed secure REST APIs using Oracle ADF Business Components to model enterprise business objects.
Developed 10+ enterprise web UI pages using Oracle Visual Builder (Redwood UX), integrating REST APIs to support data-driven workflows and bulk operations.
Integrated an LLM-powered conversational workflow enabling natural-language interaction with enterprise APIs through intent extraction and confirmation-gated operations.

Oracle ADF Visual Builder REST APIs LLMs Redwood UX Java

Data Science Intern

ABB GISPL · Hyderabad, India

Jan 2022 — Jun 2022

Modeled transformer power-output dynamics using SINDy and trained a Random Forest regressor to predict operating stress with SHAP-based feature attribution.
Trained LSTM time-series models on simulated operational data to forecast long-term transformer behavior across fleet-management scenarios.
Conducted research in explainable AI and applied machine learning, leading to multiple peer-reviewed publications.

SINDy Random Forest LSTM SHAP / XAI Python

03 / skills

Tech Stack

🧠AI / ML

TensorFlow PyTorch Scikit-learn LangChain HuggingFace XAI / SHAP LSTM Random Forest SINDy

⚡Languages

Python Java SQL JavaScript

☁️Cloud & Infra

GCP AWS Docker PostgreSQL

🔧Frameworks

FastAPI Streamlit CrewAI Oracle ADF Oracle VB

04 / projects

What I've Built

🤖

Agentic RAG Research Assistant

Multi-agent RAG system with CrewAI orchestration — intent classification → paper fetching/ingestion → RAG answering. End-to-end automation that searches, downloads, extracts, embeds, and indexes research papers on demand.

Multi-agent orchestration with CrewAI
Auto fetch-and-ingest pipeline for research papers
Containerized on AWS with Docker + FastAPI + Streamlit

PythonCrewAIFastAPI StreamlitDockerAWSRAG

💬

LLM-Powered Enterprise Workflow

Conversational interface for Oracle enterprise APIs — natural-language interaction with business objects via intent extraction and confirmation-gated write operations.

NL-to-API intent extraction and classification
Safety-first confirmation-gated write operations
Integrated with Oracle ADF & Visual Builder

LLMsOracle ADF REST APIsJava

⚡

Transformer Stress Forecasting

Physics-informed ML system modeling transformer power-output dynamics using SINDy, with SHAP explainability and LSTM-based long-term stress forecasting across EV fleet scenarios.

SINDy for physics-informed equation discovery
SHAP-based model transparency and attribution
LSTM time-series fleet stress forecasting

PythonSINDy LSTMSHAP

05 / research

Publications

First Author

110+ citations

Enhancing trust and interpretability of complex machine learning models using local interpretable model agnostic SHAP explanations

International Journal of Data Science and Analytics · 2024

View on Google Scholar ↗

Co-Author

Efficient EV Fleet Management using Automated Thermal Stress Computation for Transformer in Electrical Distribution System

ICPEEV · 2023

View on Google Scholar ↗

Co-Author

An Integrative Method for COVID-19 Patients' Classification from Chest X-ray Using Deep Learning Network with Image Visibility Graph as Feature Extractor

CICBA · 2023

View on Google Scholar ↗

06 / credentials

Certifications & Education

☁️

Certification

GCP Associate Cloud Engineer

Google Cloud

Deploying, managing, and securing applications on Google Cloud with focus on automation, security, and AI/ML integration.

🤖

Certification

Oracle Generative AI Professional

Oracle

Specialized in LLMs, embeddings, prompt engineering, and responsible AI practices for enterprise applications.

🎓

Education

B.Tech, Artificial Intelligence

Indian Institute of Technology, Hyderabad

July 2019 — May 2023 · GPA: 8.33 / 10

07 / contact

Let's Connect

Open to new opportunities, collaborations, and interesting conversations about AI.

Email

sairamaditya88@gmail.com

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GitHub

SaiRamAditya8

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sairamaditya

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