Available for Innovation

I build production-grade LLM applications, RAG architectures, and scalable machine learning systems that turn complex data into actionable intelligence.

Explore Work Get In Touch

About Me

Sai Ela Full Profile Sai Ela Full Profile Color

Hello, I'm Sai Ela

I am an AI/ML Engineer focused on machine learning engineering, data engineering, and applied artificial intelligence. I build production-grade AI/ML and Generative AI systems ranging from RAG applications and agentic workflows to secure backend APIs and scalable data platforms.

My recent work spans oncology-focused multi-agent systems on GCP, clinical LLM evaluation, and enterprise ML pipelines on AWS. I combine Python, FastAPI, Flask, Java, and Spring Boot with pragmatic engineering tradeoffs to deliver grounded AI with measurable impact.

Featured Projects

A selection of my recent work in LLM platforms, AI agents, mobile apps, student products, clinical research automation, and backend engineering.

ApplyandConnect AI-powered job search platform

ApplyandConnect

An AI-powered job search operating system that combines Gemini-based resume tailoring, recruiter outreach, Gmail pipeline sync, and extension-assisted applications in one platform.

Gemini LLMs Agentic Workflows Extension AI
Visit Platform 10+ Company Users 42,000+ Recruiters
Embroidery Design Mobile App for Android

Embroidery Design Mobile App

An Android app built for an independent client to manage, showcase, and sell embroidery designs with cloud-backed catalog, image uploads, and order tracking.

Android Java/Kotlin REST APIs
Independent Client Project 2023 - 2024 End-to-End Delivery
Dormigo SuperApp - Simplifying Campus Life

Dormigo SuperApp

A student-focused super app that simplifies campus life with verified housing, peer rides, and career discovery across iOS, Android, and web.

Flutter Firebase Google Cloud
Android iOS Web
Multi-Agent Trip Planner

Multi-Agent Trip Planner

A custom, lightweight multi-agent framework orchestrating parallel and sequential AI agents for trip planning from scratch.

Python AI Agents
View Project
Clinical Trial Agent

Clinical Trial Agent

Advanced AI patient-to-trial matching system using Gemini and LangGraph. Developed to streamline clinical research recruitment.

LangChain Gemini
View Project
MobileLLM

MobileLLM 125M

Optimizing Large Language Models for resource-constrained mobile devices. Focus on architectural efficiency and quantization.

LLM PyTorch
View Project
Finance Risk Analysis

Finance Risk Analysis

GPU-accelerated financial risk modeling and Monte Carlo simulations for large-scale portfolio analysis.

CUDA Python
View Project
PCNN Shadow Removal

PCNN Shadow Removal

Pulse Coupled Neural Network implementation for advanced image processing and automated shadow detection and removal.

Computer Vision CNN
View Project
Anomaly Detection

Anomaly Detection

Robust anomaly detection framework for identifying patterns and outliers in complex datasets using machine learning.

ML Scikit-learn
View Project

Technical Toolkit

Expertise in modern AI, Cloud, and Engineering stacks.

AI & Machine Learning

Generative AI & LLMs
RAG & Embeddings
Agentic AI Systems
PyTorch / TensorFlow
Model Evaluation / RAGAS

Cloud, Data & MLOps

AWS / GCP / Azure
BigQuery / Dataflow
Spark / Databricks
Vector DBs
Docker / Kubernetes

Backend & Engineering

Python / FastAPI / Flask
Java / Spring Boot
SQL / ETL / ELT
GitHub Actions / MLflow
LangSmith / LangFuse

Professional Journey

Building impactful AI solutions at the intersection of technology and healthcare.

Generative AI / ML Engineer

Caris Life Sciences

Designing and deploying production-grade Generative AI, RAG, and multi-agent clinical AI systems on GCP Vertex AI, Cloud Run, and BigQuery for oncology workflows.

Data & ML Engineer

Profound InfoTech

Built AWS SageMaker ML pipelines, clinical ETL systems, SQL data models, and model-serving APIs for treatment outcome prediction, monitoring, and analytics.

Data Scientist

Cybage Software

Developed Python ETL workflows, Flask APIs, SQL reporting, and data validation pipelines across healthcare, retail, and fintech engagements.

Education

Academic foundation across computer engineering, computer science, and applied electronics.

Master of Science in Computer Engineering

Florida Institute of Technology, Melbourne, FL, USA

Bachelor of Engineering in Computer Science Engineering

JNTHU

Diploma of Education in Electrical and Electronics Engineering

Govt. Polytechnic WGL

Certifications

Professional credentials and continuous learning.

AWS Certified Developer – Associate

Amazon Web Services

Introduction to Large Language Models

Google

Supervised Machine Learning: Regression

IBM

Introduction to Generative AI

Google

Ready to build something amazing?

I'm always open to discussing new AI projects, creative collaborations, or opportunities to innovate.

Send Email GitHub