Open to opportunities

Vishal Agarwal

@agvishal25

ML Engineer/Data Scientist with 2+ yrs building AI systems, NLP/LLMs, ETL pipelines, APIs, and scalable ML solutions using Python, AWS, and Azure.

India

Message

What I'm looking for

I seek roles where I can build and deploy scalable GenAI/ML systems, work with cross-functional teams, and drive measurable product impact while growing in research and MLOps.

I am a Machine Learning Engineer with over two years of experience building and deploying production-ready AI systems across industry and research environments. I focus on GenAI, LLMs, predictive modeling, and automation, with hands-on experience on Azure, AWS, TensorFlow, and MLflow.

At Harman, I researched agentic frameworks, trained and deployed models on Azure Databricks achieving 94% accuracy for proactive predictive maintenance, and built end-to-end ETL and defect-triaging solutions. I also automated workflows that reduced manual hours by 78% and used agentic IDEs and tooling to accelerate development.

I have built GenAI text-to-video pipelines, RAG-based chatbots, creator-discovery and MassDM systems for marketing platforms, and contributed ML research for quantum-physics applications. I bring a pragmatic, results-driven approach to creating intelligent systems that deliver measurable business impact.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Harman International

Jan 2025 - Present (1 year 3 months)

Researched and implemented agentic frameworks and deployed ML models on Azure Databricks with MLflow, achieving 94% accuracy in proactive predictive maintenance and reducing manual effort via automation tools by 78%.

LangGraph Databricks MLFlow ETL Automation GitHub

Machine Learning Engineer

Playback

Jan 2024 - Dec 2024 (11 months)

Built RAG-based chatbot to improve campaign query resolution speed by 25% and developed creator discovery, content-tracking, and MassDM tools for Instagram and TikTok campaigns.

RAG NLP Creator Discovery fastAPI Automation Remote Collaboration

Machine Learning Research

Defence Institute of Advanced Technology

Jan 2024 - Apr 2024 (3 months)

Developed ML models and numerical solvers (Schrödinger and Poisson) in Python and MATLAB for quantum physics applications, contributing to spectral analysis for Quantum Cascade Laser research.

Python Matlab Numerical Methods Quantum Simulation Spectral Analysis Research

Education

Degrees, certifications, and relevant coursework

SRM Institute of Science and Technology

Bachelors in Technology, Computer Science Engineering with Specialization in Artificial Intelligence and Machine Learning

2020 - 2024

Grade: 8.76

Activities and societies: ML and DL model Development Involved in multi diciplinary activities developed OpenCV models and Promoted IOT and GenAI based application

Completed undergraduate studies at SRM Institute of Science and Technology from 2020 to 2024 with a 8.76 GPA/grade.