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Amruth RajAR
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Amruth Raj

@amruthraj1

Python & AI/ML Engineer building LLM systems, including a tender extraction pipeline with F1 0.889.

India
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I built and shipped a publicly deployed tender document extraction pipeline using the OpenAI Responses API, Structured Outputs, and Pydantic validation. My Tender Review Agent uses citation-grounded extraction and deterministic evaluation, achieving F1 0.889.

I also build RAG pipelines, local LLM inference workflows, and agentic automation with structured outputs and deterministic evaluation. My engineering experience includes construction estimation and BOQ workflows, where I’ve worked with tender documents, quantity take-offs, and project data.

Experience

Work history, roles, and key accomplishments

SL

Engineer

Sobha Ltd.

Jun 2026 - Oct 2026 (4 months)

Oversee site execution, quality control, safety compliance, and progress tracking for residential construction projects. Coordinate cross-functionally with site engineers, contractors, and vendors to validate quantities and track work against BOQs and specifications.

SD

Civil Engineering Intern

Samara Consultants & Developers

Jun 2024 - Jul 2024 (1 month)

Prepared Bills of Quantities and technical documentation supporting estimation and bidding. Analyzed project data to isolate workflow bottlenecks and supported internal software refinement initiatives.

UL

Site Engineering Intern

ULCCS Ltd.

Jun 2023 - Jul 2024 (1 year 1 month)

Prepared BOQs and performed quantity take-offs from drawings. Supported cost estimation, rate analysis, and tender document preparation while verifying quantities against technical drawings.

Education

Degrees, certifications, and relevant coursework

IR

iHUB, IIT Roorkee

Advanced Certification, Data Science and AI

2025 -

Advanced Certification in Data Science and AI, in progress since July 2025.

National Institute of Technology Calicut logoNC

National Institute of Technology Calicut

Bachelor of Technology, Civil Engineering

2021 - 2025

Pursued a Bachelor of Technology in Civil Engineering, with research on laterite-based geopolymer concrete including mix design, laboratory testing to ASTM standards, and durability analysis.

LL

LinkedIn Learning

Advanced Primavera P6, Project Management

Completed Advanced Primavera P6 training.

AA

Anthropic Academy

Claude 101 and AI Fluency, AI

Completed Claude 101 and AI Fluency courses.

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