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I am a Generative AI Engineer with 2 years of experience designing, developing, and deploying end-to-end LLM solutions. I am skilled in prompt engineering, fine-tuning Transformer models, and building Retrieval-Augmented Generation using FAISS, Chroma, and Milvus. I excel at deploying scalable AI applications using FastAPI and Streamlit, containerizing with Docker, orchestrating on Kubernetes/EKS, and implementing MLOps using MLflow and Weights & Biases. I have experience integrating CI/CD pipelines and Infra as Code, delivering secure, efficient, and production-grade Generative AI systems. Passionate about continuous learning, I stay current with cutting-edge technologies in LLMs, Gen AI, and MLOps through hands-on experimentation and upskilling. I enjoy collaborating with cross-functional teams including data scientists, ML engineers, and product teams.…I am a Generative AI Engineer with 2 years of experience designing, developing, and deploying end-to-end LLM solutions. I am skilled in prompt engineering, fine-tuning Transformer models, and building Retrieval-Augmented Generation using FAISS, Chroma, and Milvus. I excel at deploying scalable AI applications using FastAPI and Streamlit, containerizing with Docker, orchestrating on Kubernetes/EKS, and implementing MLOps using MLflow and Weights & Biases. I have experience integrating CI/CD pipelines and Infra as Code, delivering secure, efficient, and production-grade Generative AI systems. Passionate about continuous learning, I stay current with cutting-edge technologies in LLMs, Gen AI, and MLOps through hands-on experimentation and upskilling. I enjoy collaborating with cross-functional teams including data scientists, ML engineers, and product teams.

Medarametla Keerthana

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I am a Generative AI Engineer with 2 years of experience designing, developing, and deploying end-to-end LLM solutions. I am skilled in prompt engineering, fine-tuning Transformer models, and building Retrieval-Augmented Generation using FAISS, Chroma, and Milvus. I excel at deploying scalable AI applications using FastAPI and Streamlit, containerizing with Docker, orchestrating on Kubernetes/EKS, and implementing MLOps using MLflow and Weights & Biases. I have experience integrating CI/CD pipelines and Infra as Code, delivering secure, efficient, and production-grade Generative AI systems. Passionate about continuous learning, I stay current with cutting-edge technologies in LLMs, Gen AI, and MLOps through hands-on experimentation and upskilling. I enjoy collaborating with cross-functional teams including data scientists, ML engineers, and product teams.…I am a Generative AI Engineer with 2 years of experience designing, developing, and deploying end-to-end LLM solutions. I am skilled in prompt engineering, fine-tuning Transformer models, and building Retrieval-Augmented Generation using FAISS, Chroma, and Milvus. I excel at deploying scalable AI applications using FastAPI and Streamlit, containerizing with Docker, orchestrating on Kubernetes/EKS, and implementing MLOps using MLflow and Weights & Biases. I have experience integrating CI/CD pipelines and Infra as Code, delivering secure, efficient, and production-grade Generative AI systems. Passionate about continuous learning, I stay current with cutting-edge technologies in LLMs, Gen AI, and MLOps through hands-on experimentation and upskilling. I enjoy collaborating with cross-functional teams including data scientists, ML engineers, and product teams.

Available to hire

I am a Generative AI Engineer with 2 years of experience designing, developing, and deploying end-to-end LLM solutions. I am skilled in prompt engineering, fine-tuning Transformer models, and building Retrieval-Augmented Generation using FAISS, Chroma, and Milvus. I excel at deploying scalable AI applications using FastAPI and Streamlit, containerizing with Docker, orchestrating on Kubernetes/EKS, and implementing MLOps using MLflow and Weights & Biases. I have experience integrating CI/CD pipelines and Infra as Code, delivering secure, efficient, and production-grade Generative AI systems. Passionate about continuous learning, I stay current with cutting-edge technologies in LLMs, Gen AI, and MLOps through hands-on experimentation and upskilling. I enjoy collaborating with cross-functional teams including data scientists, ML engineers, and product teams.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Junior Gen-AI Engineer at Nexillo

January 1, 2024 - Present

Designed and deployed LLM-powered applications for document Q&A, summarization, and conversational AI by building Retrieval-Augmented Generation (RAG) pipelines using LangChain, FAISS, and models like GPT sources for accurate, context-rich responses. Developed and optimized RESTful APIs with FastAPI, deploying containerized solutions via Docker and orchestrating with Kubernetes on AWS. Implemented MLOps pipelines using MLflow, enabling automated model tracking, monitoring, and version control across deployment.

ML & AI Engineer at Dwellabs

June 1, 2022 - Present

Developed a machine learning model to predict customer churn for a telecom company using historical usage and service data, selecting XGBoost for deployment after achieving 89% accuracy and 0.87 F1-score. Increased response efficiency by 30% through deployment of NLP-based bots and scalable ML pipelines on AWS SageMaker. Deployed the model using FastAPI for real-time predictions and integrated SHAP to provide transparent and explainable AI outputs for business stakeholders.