AMIT KUMAR

AI Engineer with less than a year in Generative AI, LLM Safety & Full-stack Development

National Institute Of Technology Patna

Patna, Bihar, India

Since April 25, 2026

About

Highly motivated and results-driven individual with a strong foundation in Electronics and Communication Engineering, complemented by practical experience in AI/ML, full-stack development, and data structures. Proficient in developing AI solutions using Generative and Agentic AI, building robust web applications, and ensuring LLM safety. Proven ability to quickly learn and apply new technologies to solve complex problems and deliver high-quality projects. Seeking to leverage technical skills and problem-solving abilities in a dynamic engineering role.

Top Skills

Node.JsMongoDBAgentic AiJavaScriptHTML

Skills

PythonNode.JsJavaScriptReact.jsHTMLCSSGenerative AiAgentic AiApi DevelopmentLitellmMongoDBSQLExpress.JsRestful ApisBootstrapC++GitGithub

Education

National Institute Of Technology Patna

B.Tech · Electronics And Communication Engineering

August 1, 2021 – June 30, 2025

Hellense Public School Sitamarhi, Bihar

12th · CBSE

June 1, 2018 – May 31, 2020

N.S.D.A.V Public School Sitamarhi, Bihar

10th · CBSE

June 1, 2014 – May 31, 2018

Experience

Infosys

Specialist Programmer - L2

July 1, 2025 – December 1, 2025

Bengaluru, Karnataka, India

Projects

PySR MCP Server

January 1, 2025 – December 31, 2025

Built MCP server enabling Claude AI to discover mathematical equations from data using PySR's symbolic regression. Implemented tools for training models with custom operators, retrieving best equations with complexity metrics, and making predictions. Added export functionality supporting LaTeX, SymPy, PyTorch, and JAX formats for seamless integration with scientific workflows. Designed API with error handling and validation to ensure reliable mathematical expression discovery across diverse datasets.

NeMo Guardrails Integration with LiteLLM

January 1, 2025 – December 31, 2025

Integrated NVIDIA NeMo Guardrails with LiteLLM to add safety controls for LLM applications across multiple providers. Created guardrail configurations for content moderation, topic restrictions, and jailbreak prevention using Colang policies. Implemented input/output filtering rails to detect and block harmful, biased, or off-topic responses in real-time. Built monitoring system to track guardrail activations and model behavior patterns for compliance and auditing.

Ecommerce Website

January 1, 2024 – December 31, 2024

Built full-stack e-commerce platform with React frontend and Node.js backend supporting product browsing, cart, and checkout. Implemented JWT-based authentication system with Bcrypt password hashing for secure user registration and login. Designed RESTful APIs using Express.js for product management, order processing, and user profile operations. Created MongoDB database schema with collections for users, products, orders, and reviews with proper indexing. Integrated payment processing, email notifications, and implemented responsive UI with Bootstrap for mobile compatibility.

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Key Strengths

Strong alignment with the 'AI Engineer' target role, demonstrated through relevant projects like 'PySR MCP Server' (symbolic regression, Claude AI integration) and 'NeMo Guardrails Integration with LiteLLM' (LLM safety, content moderation, jailbreak prevention).
Practical experience in building full-stack applications, including RESTful APIs with Node.js, Express.js, and MongoDB, as shown in the 'Ecommerce Website' project.
Exposure to critical AI/ML concepts and tools, including symbolic regression (PySR) and LLM guardrails (NVIDIA NeMo Guardrails, LiteLLM).
Solid academic foundation with an 8.5 CGPA in B.Tech from a reputable institution.

Cultural & Operational Fit

Cultural Fit Analysis

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Soft Skills & Operational Fit

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