Pawan kumar

Angestellt, Lead Gen AI Engineer, TRANSPOREON GmbH
Köln, Deutschland

Fähigkeiten und Kenntnisse

Object Oriented Programming
Flask (Webframework)
AWS
Networking
Amazon S3
Firebase
DNS
Programmiersprache
FastAPI
LLMs
MLOps
PYTEST
integrating
predictions
SonarQube
Skalierbarkeit
data generation
Agent
User-Authentisierung
Linux
Datenbank
API
Code
Agile Entwicklung
Infrastruktur
Google Cloud
Software
PyTorch
Cloud Computing
IT-Anwendungen
Kommunikation
Kubernetes
Full-Stack-Entwicklung
Qualität
Deep Learning
ETL
Softwareentwicklung
CI/CD
Projekte
Strategie
Data Quality
Weblogic
Künstliche Intelligenz
Informatik
Dask
Dataflow
LLM
low latency
NLTK
Spacy
stakeholders
Maschinelles Lernen
Innovation
Chatbot
Konferenz
Data Governance
Apache Airflow
Python
Google Cloud Platform
Data Science
Data Engineering
dev ops
big query
Project Management
ETL (Extract, transform, load)
Software Development
Agile Development
Database
Docker
Data Warehouse
Computer Science
Data Analysis
Git
Natural Language Processing
Keras
NumPy
Data Modelling
TensorFlow
Machine Learning
German
Artificial intelligence
Python pandas
Apache Spark
Management
Big Data
Deep learning
GitLab
Flask (web framework)
Team leadership
SQL
Architecture
Django
Large language models
Generative AI
Software framework
Databricks
Terraform
Microsoft Azure
MLflow
Apache Hadoop
Führung
Team work
Communication skills
Reliability

Werdegang

Berufserfahrung von Pawan kumar

  • Bis heute 3 Jahre und 9 Monate, Feb. 2022 - Okt. 2025

    Senior Machine Learning Engineer

    DISH Digital Solutions GmbH

    1. Lead development of multimodal AI, NLP, and LLM chatbot solutions, boosting user satisfaction with RAG-powered applications. 2. Optimize MLOps pipelines and cloud infrastructure, reducing overall project costs by 40% and accelerating delivery. 3. Drive innovation in AI with advanced techniques like synthetic data and multi-agent architectures. 4. Mentor teams, fostering a culture of collaboration and responsible AI practices.

  • Bis heute 1 Monat, seit Okt. 2025

    Lead Gen AI Engineer

    TRANSPOREON GmbH

    1. Architect and develop cutting-edge, LLM-based agentic applications using frameworks like LangChain and LangGraph, from design to production deployment. 2. Implement and optimize advanced Retrieval-Augmented Generation (RAG) pipelines, utilizing techniques like hybrid search, query translation, and fine-tuning. 3. Design scalable, cloud-native AI systems with a microservices architecture, and establish robust LLM observability and monitoring using Datadog and Databricks.

  • 1 Jahr und 5 Monate, Okt. 2020 - Feb. 2022

    Full Stack Machine Learning Researcher

    Leibniz Universität Hannover

    Designed RL-based scheduling algorithm for Kubernetes clusters under EU-fundedBraine Project, improving resource utilization by 40% and reducing pod scheduling latency by 60% across distributed environments.

  • 3 Jahre und 1 Monat, Sep. 2015 - Sep. 2018

    Software Engineer

    Infosys Limited

    1. Managed installation, configuration, administration, and automation of WebSphere Application Server and Oracle WebLogic Server. 2. Set up security permissions in WebSphere environments to authenticate against LDAP servers and secure consoles using SSL. 3. Troubleshot JEE runtime environment issues by analyzing server logs, diagnosing thread-dumps, and heap-dumps using MAT, IBM heap analyzer, and Oracle Visual JVM.

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Gut

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