Vishal Agarwal
@agvishal25
Machine Learning Engineer specializing in GenAI, LLMs, and scalable ML deployments.
What I'm looking for
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
Machine Learning Engineer
Harman International
Jan 2025 - Present (11 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%.
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.
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.
Education
Degrees, certifications, and relevant coursework
SRM Institute of Science and Technology
2020 - 2024
Grade: 8.76
Completed undergraduate studies at SRM Institute of Science and Technology from 2020 to 2024 with a 8.76 GPA/grade.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
Skills
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