Bringing Data 📊 to Life with Machine Learning 🧠

🚀 About Me

• Machine Learning Engineer with 8 years of tech experience.
• Skilled in handling multiple tasks and building end-to-end ML and LLM pipelines.
• Proven expertise in NLP, Recommender Systems, Large Language Models and classical algorithms.
• Proficient in AWS SageMaker, Kubernetes, Docker and Apache Kafka.

💼 Tools and Technologies

• Machine Learning / Data Science: Specialized in Recommender Systems, NLP, and Deep Learning.
• AWS SageMaker: Pipelines, Processing Jobs, etc., for workflow orchestration.
• Docker & Kubernetes: and AWS ECS for container orchestration.
• Apache Kafka: Along with Apache Flink and AWS Kinesis for stream processing and real time analytics & anomaly detection.
• Python3 and Django: Proficient in Python and web development.
• AWS QuickSight: For advanced analytics and visualization.
• CI/CD: Bitbucket Pipelines for continuous integration and continuous deployment.
• SQL skills and basic knowledge of C & C++.

✍️ Authored Articles

• Deploy LLM with vLLM on SageMaker in only 13 lines of code
  • Published on Jul 11, 2024
• Use Sentence Transformers in AWS Lambda with EFS
  • Published on May 12, 2024
• How to Productionize Large Language Models (LLMs)
  • Published on Mar 27, 2024
• Deploy Kubernetes cluster on AWS EC2 instances
  • Published on Dec 22, 2023
• How to make a Recommender System Chatbot with LLMs
  • Published on Nov 13, 2023
• Streamline AI/ML Project Documentation on Jupyter notebook & ReadTheDocs
  • Published on Sep 17, 2023
• How to deploy a LLM chatbot: 4 ways to productionize and bring the chatbot to the customers
  • Published on Aug 15, 2023
• Automating Ad-Hoc Reports with Discord Bot, AWS Lambda, and Sagemaker
  • Published on Jul 23, 2023
• Ask Questions and Get Plots on your Data with PandasAI & ChatGPT
  • Published on Jul 8, 2023
• How to Build an Intelligent QA Chatbot on your data with LLM or ChatGPT
  • Published on Jul 2, 2023
• Unleash Your Inner Artist: Create Stunning Images for Free with Stable Diffusion WebUI — No Coding Skills Needed!
  • Published on Jun 19, 2023
• Revolutionize Your AI Game: Master the Art of Deploying Machine Learning Models Like a Pro!
  • Published on May 21, 2023
• Real-time Anomaly Detection: How Amazon Kinesis Can Help You Stay Ahead of the Game
  • Published on Apr 24, 2023
• Unlocking Hidden Revenue: How Conducting an 80–20 Analysis on Customers Can Boost Your Business’s Bottom Line
  • Published on Apr 22, 2023
• Building Knowledge on the Customer Through Machine Learning
  • Published on Jul 4, 2020

📅 Work History

• Machine Learning Engineer at ExpoPlatform
  • Duration: Feb 2022 - Present
• Freelance ML/AI Solution Provider
  • Duration: Feb 21 - Feb 2022
• Data Scientist at Amrit College
  • Duration: June 19 - Feb 2021
• Technical Consultant at Prêt-fab
  • Duration: June 2017 - June 2019
• Startup Owner at FFINITY
  • Duration: Apr 2016 - June 2017