Sundeep Kumar
AI Engineer
Experience
AI Engineer
Kingstech Services Pte Ltd
- Fine-tuned and deployed Generative AI and LLM models (OpenAI, DeepSeek, Qwen-2.5) using PyTorch and Hugging Face, increasing ERP automation accuracy by 25%.
- Designed and implemented a secure RAG-powered AI Chabot for customer-specific invoice and quotation generation, cutting response times by 40%.
- Architected cloud-native AI/ML pipelines on AWS and GCP with Docker and Kubernetes for scalable model training, deployment and monitoring.
- Developed and integrated an API-driven AI Chabot (Telegram) with ERP systems, boosting document processing speed by 30%.
- Built AI agents for chatbots to enable multi-step reasoning, intelligent task execution, and context-aware interactions.
- Applied ML and NLP techniques for intelligent document understanding, workflow automation, and data-driven business decisions.
AI & Data Science Intern
4 Digital (Pakistan)
- Designed SQL-based pipelines to clean & transform 1M+ records across 100+ data points ensuring high-quality data for analytics.
- Built dynamic dashboards with ML & predictive modelling to optimize business processes and monitor performance.
Industry Experience
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Experienced in Information Technology.
Business Area Experience
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Experienced in Information Technology, Product Development, and Business Intelligence.
Summary
AI Engineer with hands-on experience designing and deploying NLP, LLMs and cloud-native ML pipelines.
Skilled in integrating AI-driven automation into ERP systems to improve accuracy, response times and decision-making.
Experienced with AWS, GCP, Docker/Kubernetes and modern ML frameworks.
Skills
- Programming & Tools: Python; Sql; Power Bi; Git (Gitlab, Github); Docker; Flask; Fastapi; Rest Apis
- Cloud & Big Data: Aws; Gcp; Apache Spark; Hadoop; Airflow; Kafka; Etl Pipelines
- Machine Learning & Ai: Pytorch; Tensorflow; Nlp (Textblob, Nltk, Sentiment Analysis); Reinforcement Learning (Sarsa, Dqn, Ppo, A2c); Scikit-learn; Hugging Face; Tokenization; Autoencoders; Generative Ai (Openai Gpt Apis, Langchain); N8n; Mcp
- Strengths: Analytical Thinking; Team Collaboration; Result-driven; Passionate Programmer
Languages
Education
Otto Von Guericke University
Master of Science · Magdeburg, Germany
Certifications & licenses
Ai & Data Science - Intern Certificate
4 Digital (Pakistan)
Building Ai Agents: Advanced Projects Techniques For Developers
Data Science Professional Certificate
KNIME
Google Project Management
Coursera
Introduction To Azure In Ai
Microsoft
Microsoft Sql Server 2019 Essential Training
CompTiA
Python For Data Science
Cognitive Class
Vector Databases Professional
Weaviate
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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