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Umarfarook GurramkondaUG
Looking for a job

Umarfarook Gurramkonda

@umarfarook_gurramkonda

AI ML Engineer at HypeOn AI shipping measured LLM agents, BigQuery NL-to-SQL, and an OAuth 2.1 MCP server.

India
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What I'm looking for

I take on remote roles aligned with EU and US hours and am available now. I'm interested in building LLM features with evaluations, auditing existing AI features, or developing web, mobile, and desktop applications.

At HypeOn AI, I shipped the multi-stage agent orchestration behind a live competitive-intelligence product, with routing, retrieval, analysis and composition sub-agents, SSE streaming, and Pydantic-validated outputs. I also built NL-to-SQL over BigQuery with dry-run cost guardrails and a remote MCP server with OAuth 2.1.

I put Claude, Gemini, and OpenAI behind one fallback router, with the product running in production on GCP and AWS. I build LLM features for early-stage teams and measure them.

I created mcp-bigquery-evals, a BigQuery MCP server with mandatory dry-run cost caps, 7 structured error codes, and 211 tests. I also built TrustBench, an eval harness for tool-using support agents with 6 trust dimensions and per-intent regression detection using McNemar tests.

Earlier, I worked on the LLM features, retrieval, and Python/FastAPI services for what became HypeOn AI's competitive-intelligence product. As a Backend Developer Intern at Synclovis Systems Pvt. Ltd. - Top Mobile & Web App Development Company, I developed RESTful APIs for an event management web application using Node.js, Express.js, MySQL, and Redis.

Experience

Work history, roles, and key accomplishments

HypeOn AI logoHA
Current

AI ML Engineer

Nov 2025 - Present (11 months)

As a Machine Learning Engineer at HypeOn AI, I build AI-powered solutions that help businesses automate workflows, generate insights, and make data-driven decisions. I work across the entire AI product lifecycle, from designing system architecture and data pipelines to developing production-ready machine learning and backend services.

My responsibilities include developing LLM-powered application

HypeOn AI logoHA

Machine Learning Engineer

Oct 2025 - Nov 2025 (1 month)

Worked as Machine Learning Engineer at HypeOn AI.

HA

Machine Learning Engineer

HypeOn AI

Oct 2024 - Sep 2025 (11 months)

HypeOn AI was in stealth during this period. Early ML and backend work on what became the HypeOn competitive-intelligence product: LLM features, retrieval, and the Python/FastAPI services around them.

Synclovis Systems Pvt. Ltd. - Top Mobile & Web App Development Company logoSC

Backend Developer Intern

Jun 2024 - Sep 2024 (3 months)

During my internship at Synclovis, I developed and optimized RESTful APIs using Node.js for an event management web application, ensuring high performance and scalability. I leveraged Express.js for routing and middleware handling, integrated MySQL for structured data storage, and implemented Redis for efficient caching to improve response times. I conducted rigorous API testing and debugging with

Verzeo logoVE

Machine Learning Intern

Apr 2022 - May 2022 (1 month)

During my internship at Verzeo, I worked on designing and optimizing machine learning models, focusing on supervised learning techniques such as regression and classification. I gained hands-on experience with advanced feature selection methods, dimensionality reduction techniques (PCA, LDA), and ensemble learning algorithms like Random Forest and XGBoost. I implemented hyperparameter tuning using

RineX.Ai logoRI

AI/ML Intern

Nov 2021 - Jan 2022 (2 months)

At Rinex Technologies, I worked on developing and optimizing machine learning models for AI-driven solutions. My responsibilities included data preprocessing, feature engineering, and implementing supervised and unsupervised learning algorithms using Python, NumPy, Pandas, and Scikit-learn. I leveraged deep learning frameworks like TensorFlow and PyTorch to build and fine-tune neural networks for

Education

Degrees, certifications, and relevant coursework

OR

Oracle

Oracle Cloud Infrastructure 2025 Data Science Professional (1Z0-1110-25)

Issued Sep 2025

OR

Oracle

Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25)

Issued Sep 2025

HA

HackerRank

Python Programming

Issued May 2024

JA

JNTU Anantapur

Bachelor's degree, Computer Science

2020 - 2024

Studied key subjects such as Python,C and computer science topics.

Worked on projects including DRUG RECOMMENDATION SYSTEM Using sentiment analysis.

Awarded 1st prize in Hackathon in 2nd year of course and 2nd prize in Webathon.

AA

Amazon Web Services (AWS)

AWS Academy Graduate - AWS Academy Cloud Foundations

Issued Jun 2023

MI

Microsoft

MTA: Mobility and Device Fundamentals - Certified 2022

Issued Jun 2022

MI

Microsoft

Microsoft Certified: Azure AI Fundamentals

Issued Nov 2022

MI

Microsoft

Microsoft Certified: Azure Fundamentals

Issued Oct 2022

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