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Ankush Arora

@ankusharora

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Vehicle dynamics engineer specializing in multibody simulation, optimization, and cross-functional leadership.

India

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What I'm looking for

AI Architect & Forward-Deployed Engineer | Production LLMs, MCP Servers & Enterprise RAG | BTech, IIT Delhi

AI Engineer with 3+ years of experience architecting and deploying production ML/LLM systems across enterprise recruitment and automotive R&D. Currently AI Architect & Manager at Dexian, where I built an Azure Model Context Protocol (MCP) server handling 100K+ calls/day, an enterprise Teams RAG bot for 460+ users, and autonomous structured interview bots. IIT Delhi graduate (B.Tech, Mechanical Engineering, 8.55/10 GPA). Skilled in Python, Azure, Claude Code, OpenAI Codex, LangChain, vLLM, and simulation surrogate modeling.

Experience

Work history, roles, and key accomplishments

Current

AI Architect, Manager

Current

Dexian

Mar 2026 - Present (7 months)

Python, Azure, Model Context Protocol (MCP), Agentic Workflows, Claude Code, OpenAI Codex, RAG, LangChain, vLLM, PyTorch, C++, SQL, FastAPI, MLOps, Simulation & Optimization

Python AI AI ML AI Agents

Current

Assistant Manager, Vehicle Dynamics

Current

Bajaj Auto Limited

Jul 2023 - Present (3 years 3 months)

Led development and validation of steering system multibody models, achieving 95.8% accuracy in kingpin moment predictions and improving steering returnability and ride stability; automated DOE-based optimization and integrated tire modeling to improve steering effort and ride comfort by 15%.

Python Matlab Simulink Tire Modeling Vehicle Dynamics Team Leadership

Quality Assurance Tester

Colonist LLC

Jan 2023 - Jun 2023 (5 months)

Developed and executed automated test scripts covering 85% of critical workflows, identified and resolved 30+ defects and reduced average bug resolution turnaround by 25% to improve game stability and user experience.

Python QA Processes CI CD Software Testing Testing Automation

Undergraduate Researcher

McGill University

May 2022 - Jul 2022 (2 months)

Developed multibody simulation models for protein and biomechanical systems and implemented stochastic search algorithms in Python, improving structural prediction accuracy and simulation efficiency by 20%.

Python VMD Simulation Data Analysis

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Delhi

Bachelor of Technology, Mechanical Engineering

2019 - 2023

Grade: 8.55/10.00

Activities and societies: Undergraduate research internship at McGill University; Teaching Assistant at IIT Delhi; projects in simulation optimization and PLC control; MITx MicroMasters coursework (SCM partial completion).

Completed a Bachelor of Technology in Mechanical Engineering with a GPA of 8.55/10.00, focusing on multibody dynamics, simulation, and computational optimization.