Hi, I'm Pawan
I build and lead teams to create enterprise-scale, responsible, and compliant AI solutions
Lead GenAI/ML Engineer | Agentic Workflows | Cloud Native AI
Lead GenAI/ML Engineer | Agentic Workflows | Cloud Native AI
As a Lead GenAI Engineer at Transporeon, I architect and deliver enterprise-scale AI solutions that transform how global supply chains operate. With 7+ years of experience spanning ML research to production leadership, I specialize in designing LLM-driven agentic systems, RAG frameworks, and multi-agent orchestration that solve complex business challenges at scale.
I lead cross-functional teams through the entire AI lifecycle, from translating product vision into cloud-native microservices architectures to implementing robust CI/CD pipelines and production monitoring with Datadog and Databricks. My approach balances innovation with pragmatism: leveraging cutting-edge GenAI capabilities while ensuring security, data integrity, and operational excellence across multiple time zones.
In this fast-evolving field, I stay at the forefront of LLM innovations including fine-tuning, RLHF, prompt engineering, and emerging agent frameworks. I'm equally committed to team enablement: mentoring junior engineers, driving knowledge sharing, and fostering a culture of technical excellence and continuous learning.
Beyond my day-to-day leadership, I actively contribute to the GenAI community through open-source projects on GitHub and technical articles on Medium, believing that collaborative innovation is key to advancing the field.
Project Lead, Forschungszentrum L3S – Leibniz University Hannover
“Pawan Kumar demonstrated exceptional technical depth and initiative during his time at L3S. His contributions to machine learning-driven healthcare simulation and edge orchestration were delivered with a high degree of autonomy and rigor. His professionalism and dedication left a lasting impact on our research efforts.”
Recommendation LetterSenior Head of Data/ML Operations, DISH Digital Solutions GmbH
“Pawan is a rare talent who combines deep technical expertise with business acumen and cross-functional leadership. His GenAI solutions, cloud migration strategies, and CI/CD automation have tangibly improved our operational KPIs. He is a force multiplier for enterprise-scale AI initiatives and a cornerstone of our ML engineering team.”
Recommendation LetterMy technical toolkit is built around cloud-native AI development, with a focus on implementing scalable and responsible ML systems.
OpenAI
Anthropic
Gemini
Llama 3
Mistral
Hugging Face
LangChain
LangSmith
LlamaIndex
CrewAI
n8n
Pinecone
AWS
GCP
Azure
Docker
Kubernetes
Terraform
MLflow
dbt
FastAPI
Ollama
Groq
PyTorch
TensorFlow
A selection of projects that showcase my expertise in Generative AI, RAG, Multi-Agent, and cloud-native AI development. Click on a card for more details.
I write about Generative AI, RAG systems, and cloud-native ML engineering. Here are some of my recent articles on Medium.
Otto von Guericke University - Magdeburg, Germany (2022)
Specialization in Machine Learning, Deep Learning & Reinforcement Learning
Guru Gobind Singh Indraprastha University - Delhi, India (2015)
Specialization in Object Oriented Programming, Web Development & DBMS
Google Certified (May 2024 - Present)
Certified Professional Machine Learning Engineer with hands-on experience in building, deploying, and fine-tuning machine learning models on Google Cloud. Skilled at working with complex datasets, writing reusable code, and committed to incorporating responsible AI practices to ensure fairness.
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HashiCorp Certified (Mar 2025 - Present)
Certified Terraform Associate with hands-on experience in designing, provisioning, and managing cloud infrastructure using Terraform. Skilled in Infrastructure as Code (IaC), automation, and state management, ensuring scalable and secure deployments that support AI and MLOps.
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Databricks Certified (May 2025 - Present)
Certified Databricks AWS Platform Architect with expertise in configuring and optimizing Databricks on AWS. Proficient in platform administration, account API usage, integrating external storage, and implementing secure cloud services. Skilled in managing customer-managed VPCs and encryption keys for enterprise-grade analytics and ML solutions.
Verify CertificationI'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.