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dhvani-k/README.md

👩‍💻 Dhvani Kothari: GenAI Enthusiast | ML Solutions Engineer | Data Engineer | Cloud Specialist |

Bridging the gap between cutting-edge generative AI and real-world applications—crafting scalable ML solutions that turn creative potential into production reality.

🚀 Professional Experience:

  • ML Solutions Architect at Brainchip Inc.: Optimizing generative AI systems end-to-end—from fine-tuning LLMs and building RAG pipelines to deploying multimodal voice solutions and guiding global clients through custom GenAI implementations.
  • ML Solutions Architect Intern at Brainchip Inc.: Developed FastAPI web-based GUI tools, streamlined integrated circuit scaling, and automated unit testing with Pytest and Drone.
  • Data Engineer at Walmart Global Tech: Led ETL mappings on GCP, optimized PySpark pipelines, and spearheaded data migration projects.
  • Big Data Developer at Capgemini: Optimized Spark applications, designed data lakes, and pioneered automation using Azure Logic Functions and Azure Data Factory.

🎓 Education:

🔧 Technical Stack:

  • Programming Languages: Python, SQL, JavaScript, C/C++
  • AI/ML Frameworks: PyTorch, HuggingFace, TensorFlow, Scikit-learn, FastAPI
  • GenAI & ML Techniques: LLMs, RAG, Fine-tuning (LoRA/QLoRA), Transformers, Vector Databases, Prompt Engineering, CNN/RNN
  • MLOps & Deployment: Docker, MLflow, AWS Bedrock, Azure ML, CI/CD, Model Registry
  • Data & Cloud Platforms: AWS (S3, Lambda), GCP, Azure, Apache Spark, Kafka
  • Orchestration: LangChain, LlamaIndex, Kubernetes

🌱 Currently Exploring: Sustainable and Responsible AI, Agentic Systems

Connect with me:

dhvanik/ dhvani.kothari_ kotharidk03 dhvanikothari03

👇 Check out my repositories to see my hands-on projects and contributions!

Pinned Loading

  1. Car_Rental_Database_Design Car_Rental_Database_Design Public

    Car Rental Database Design using PostgreSQL

    PLpgSQL 8

  2. Firearm_Detection_In_CCTVs_Using_YOLOv5 Firearm_Detection_In_CCTVs_Using_YOLOv5 Public

    Detects firearms in real-time from CCTV videos, highlighting them within bounding boxes for immediate attention

    Jupyter Notebook 9 1

  3. YouTrend_Insights_Analyzing_YouTube_Video_Landscape YouTrend_Insights_Analyzing_YouTube_Video_Landscape Public

    An end-to-end solution for managing and analyzing YouTube video data from Kaggle, leveraging AWS services and visualized through Quicksight and Tableau

    Python 1

  4. CineETL_Movie_Insights_Data_Pipeline CineETL_Movie_Insights_Data_Pipeline Public

    A data pipeline that conducts ETL processes to AWS Redshift, utilizing Spark and coordinated by Apache Airflow.

    Python

  5. NLP_Sentence_Analysis_Feature_Extraction NLP_Sentence_Analysis_Feature_Extraction Public

    Code for sentence analysis and feature extraction using NLP

    Python

  6. NYC_311_Service_Insights NYC_311_Service_Insights Public

    NYC-311 Service Insights: A data-driven analysis of NYC's non-emergency service requests from 2010 to 2023

    Python