rahul gajje
@rahulgajje
I build production Generative AI applications, RAG systems, and MLOps pipelines that scale.
What I'm looking for
I've built production Generative AI applications at GenAI Lakes, using GPT-4, Claude, LLaMA, and Mistral for content generation, chatbots, and intelligent automation.
I developed RAG systems with LangChain, Pinecone, and ChromaDB that improved response accuracy by 40%, and fine-tuned BERT and GPT models with LoRA and QLoRA for a 25% improvement over base models. I also built a GenAI chatbot serving 50K+ monthly active users with a 95% satisfaction rate.
I automate the path from model training to deployment with GitHub Actions, Jenkins, Docker, Kubernetes, Terraform, AWS CloudWatch, and MLflow. My CI/CD work reduced deployment time by 60%, while cloud and container optimization reduced infrastructure costs by 35%.
Previously at Amazon Development Centre, I processed 100M+ records for recommendation and search systems, built Python data-validation automation that improved pipeline efficiency by 40%, and maintained 99.5% data quality. I'm looking to bring this hands-on AI, NLP, and production engineering experience to challenging AI/ML roles in the UK.
Experience
Work history, roles, and key accomplishments
NLP Engineer - Generative AI Specialist
GenAI Lakes Pvt Ltd
Jan 2024 - Sep 2025 (1 year 8 months)
Architected and deployed 5+ production-ready Gen AI applications using GPT-4, Claude, and open-source LLMs. Implemented RAG systems with LangChain and vector databases, improving accuracy by 40%. Built CI/CD pipelines and containerized applications with Docker and Kubernetes.
Analyzed and processed large-scale datasets to improve machine learning models for Amazon's recommendation and search systems. Developed Python automation scripts for data validation and preprocessing, improving pipeline efficiency by 40%.
Education
Degrees, certifications, and relevant coursework
Guru Nanak Institute of Technology
Bachelor of Technology, Mechanical Engineering
Bachelor of Technology in Mechanical Engineering from Guru Nanak Institute of Technology, affiliated with JNTU, India.
Tech stack
Software and tools used professionally
Postman
GitHub
GitLab
Kubernetes
Docker Compose
Jenkins
CircleCI
GitHub Actions
GitLab CI
Jupyter
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
Redis
Terraform
AWS CloudFormation
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
FastAPI
Linux
Gemini
Ansible
AWS Lambda
Serverless
s3-lambda
SQL
Hugging Face
LangChain
ChromaDB
Pinecone
DVC (Data Version Control)
OpenAI API
Bash
100ms
PEFT
Availability
Location
Authorized to work in
Portfolio
github.com/rahulgJob categories
Skills
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