A highly passionate and results-drivenAI Engineer specializing inGenerative AI & Agentic AI Systems.
With1.5 years of hands-on experience across the full AI project lifecycle, I build, optimize, and deploy scalable AI-driven solutions.

• Agentic AI & Orchestration: CrewAI, LangChain Agents
• LLM Inference & Optimization: Llama.cpp Server, vLLM, Ollama
• Generative AI Applications: Retrieval-Augmented Generation (RAG), Conversational AI, Autonomous Agents
• Fine-tuning & Cloud Training: RunPod GPU Cloud, LoRA/QLoRA fine-tuning
• Deployment & Frontend: Streamlit Apps, Docker, API-driven integrations
• Cloud & Infra: AWS ECR, AWS ECS (Fargate/EC2), Task Definitions, Application Load Balancer, Auto Scaling
• Programming Languages: Python (core), with focus on ML/AI frameworks

• 1.5 years building and deployingLLM-powered solutions in production.
• Designed & optimizedRAG-based chatbots, knowledge assistants, and multi-agent workflows using CrewAI/LangChain.
• Optimized inference paths withLlama.cpp/vLLM/Ollama to reduce latency and cost across multi-model deployments.
• BuiltStreamlit dashboards and conversational UIs for rapid iteration and stakeholder demos.
• ImplementedAWS ECR + ECS deployments with robustTask Definitions, environment secrets, autoscaling, and ALB routing.
• Deployedfine-tuned models onRunPod Cloud GPUs, leveraging LoRA/QLoRA strategies for cost-efficient training.

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1. Structured-Output-Examples-for-LLMsStructured-Output-Examples-for-LLMsPublic

   This repository demonstrates structured data extraction using various language models and frameworks. It includes examples of generating JSON outputs for name and age extraction from text prompts. …

   Python 2

2. Data-Prep-for-LLM-fine-tuningData-Prep-for-LLM-fine-tuningPublic

   This repository helps prepare datasets for fine-tuning Large Language Models (LLMs). It includes tools for cleaning, formatting, and augmenting data to improve model performance. Designed for resea…

   Jupyter Notebook 1

3. Blog-Writing-Agentic-RAG-CrewAIBlog-Writing-Agentic-RAG-CrewAIPublic

   An automated blog writing system that leverages CrewAI to create high-quality, well-researched blog posts. The project implements a multi-agent workflow for researching topics, generating content, …

   Python

4. Fine-Tuning-LLMsFine-Tuning-LLMsPublic

   Jupyter Notebook