Megh Patel

Megh Patel Email and Phone Number

Machine Learning Engineer @ MetaSense Inc
New York, NY, US
Megh Patel's Location
New York City Metropolitan Area, United States
About Megh Patel

• Possess over 4 years of experience in the IT industry, specializing in Machine Learning, Data Mining with large datasets, both structured and unstructured, and executing Data Acquisition, Data Validation, Predictive Modeling, and Data Visualization• Demonstrated proficiency in OOP programming languages like Python, Java, JavaScript, and C++• Skilled in designing, building, and querying both RDBMS and NoSQL databases including PostgreSQL, BigQuery, Oracle, MS SQL, MySQL, MongoDB, HBase, and Cassandra• Highly adept in conducting exploratory data analysis using data visualization tools and libraries such as Tableau, ggplot2, Looker Studio, Seaborn, Matplotlib, and d3.js to create insightful dashboards and charts• Experienced in developing and optimizing foundational machine learning models, including regression, random forests, decision trees, boosting techniques like GBM and XGBoost, as well as neural networks, hidden Markov models, conditional random fields, and Markov random fields• Advanced in deploying Deep Learning models across various domains including image, audio, video, and tabular data. Expertise includes training, hyperparameter tuning, testing, and evaluating complex models such as CNNs, RNNs, YOLO, RCNN, and LSTMs, using PyTorch and TensorFlow frameworks• Proficient in executing Natural Language Processing (NLP) tasks such as Sentiment Analysis, Named Entity Recognition, and Text Classification utilizing state-of-the-art Large Language Models like GPT-4, LLAMA-2, PaLM-2, and Gemini 1 Pro• Proficient with creating end-to-end Machine Learning/Deep Learning pipeline and MLOps which includes ETL pipelines, Automated Model Training, Model Monitoring, Scalable Model Serving, Data Drift detection and continuous training using tools like Apache AirFlow, Kubernetes, Jenkins, Tecton, Docker, and Grafana

Megh Patel's Current Company Details
MetaSense Inc

Metasense Inc

View
Machine Learning Engineer
New York, NY, US
Employees:
90
Megh Patel Work Experience Details
  • Metasense Inc
    Machine Learning Engineer
    Metasense Inc
    New York, Ny, Us
  • Edplus At Arizona State University
    Machine Learning Engineer
    Edplus At Arizona State University Mar 2023 - Present
    Scottsdale, Arizona, United States
    • Leveraged Google Cloud Vertex AI to implement and fine-tune Google's PaLM 2 (text-bison) for sentiment and text classification of University courses and professors based on diverse review sources• Enhanced and elevated the F1 scores of Text Classification and Sentiment Analysis by 7.7% and 10.8% respectively, transitioning from a baseline BERT model (PyTorch) using LLM prompt engineering, fine-tuning, and few-shot learning• Developed multiple predictive models in the digital marketing… Show more • Leveraged Google Cloud Vertex AI to implement and fine-tune Google's PaLM 2 (text-bison) for sentiment and text classification of University courses and professors based on diverse review sources• Enhanced and elevated the F1 scores of Text Classification and Sentiment Analysis by 7.7% and 10.8% respectively, transitioning from a baseline BERT model (PyTorch) using LLM prompt engineering, fine-tuning, and few-shot learning• Developed multiple predictive models in the digital marketing realm, leveraging Google Analytics data on BigQuery (~3k lines of code) to create features for student enrollment forecasting. Utilized Python and PyTorch within Google Cloud Vertex AI, deploying algorithms such as ANN, Catboost, XGBoost, and Random Forest• Deployed multiple models to production in GCP and created Model Explainability dashboards and Model Monitoring and Drift Detection pipelines Show less
  • Edplus At Arizona State University
    Data Scientist
    Edplus At Arizona State University Mar 2021 - Dec 2022
    Scottsdale, Arizona, United States
    • Extracted nested Google Analytics data using BigQuery and combined with data from multiple sources to create dashboards and features for a Machine Learning model using advanced SQL techniques like CTEs and more• Implemented a Data Drift detection pipeline along with Tableau Dashboard and scheduled Vertex AI managed notebooks for alerts on deployed models using statistical models.• Updated the features to train the model to include the most recent data, retrained the model with the new… Show more • Extracted nested Google Analytics data using BigQuery and combined with data from multiple sources to create dashboards and features for a Machine Learning model using advanced SQL techniques like CTEs and more• Implemented a Data Drift detection pipeline along with Tableau Dashboard and scheduled Vertex AI managed notebooks for alerts on deployed models using statistical models.• Updated the features to train the model to include the most recent data, retrained the model with the new features, and improved the model's F1 score by 5%• Extensive experience in Text Analytics, generating data visualizations using R, Python and creating dashboards using tools like Tableau, Google Data Studio/Looker Studio• Conducted studies, rapid plots and using advance data mining and statistical modelling techniques to build a solution that optimize the quality and performance of data Show less
  • Amazon
    Software Developer And Engineering Intern
    Amazon May 2022 - Aug 2022
    Tempe, Arizona, United States
    • Developed and deployed a scalable Java-based microservice on AWS Lambda using Spring Cloud Function, integrating with AWS SQS for efficient message processing.• Deployed AWS resources using the advanced AWS CDK, optimizing infrastructure with AWS CloudFormation• Designed the service architecture and created integration tests to ensure system reliability and compatibility
  • Samyak Infotech Pvt. Ltd.
    Machine Learning Engineer
    Samyak Infotech Pvt. Ltd. Jun 2020 - Oct 2020
    • Developed and deployed a robust real-time Computer Vision application for accurate people counting, utilizing TensorFlow and Tkinter on an Nvidia Jetson Nano. Achieved a high accuracy rate of 95% in person detection at a processing speed of 25 FPS.• Implemented advanced object detection algorithms along with object tracking, including DetectNet, YOLOv3, Mask R-CNN, and SSD.• Utilized Transfer Learning and retrained DetectNet Model using Nvidia’s DeepStream SDK on custom dataset •… Show more • Developed and deployed a robust real-time Computer Vision application for accurate people counting, utilizing TensorFlow and Tkinter on an Nvidia Jetson Nano. Achieved a high accuracy rate of 95% in person detection at a processing speed of 25 FPS.• Implemented advanced object detection algorithms along with object tracking, including DetectNet, YOLOv3, Mask R-CNN, and SSD.• Utilized Transfer Learning and retrained DetectNet Model using Nvidia’s DeepStream SDK on custom dataset • Engineered real-time image processing and inference solutions on edge devices using NVIDIA Jetson and TensorFlow Lite, reducing latency by 40%.• Collaborated with data engineering teams to design and implement robust data annotation workflows using Labelbox, enhancing data quality and model training efficiency Show less
  • Pragnakalp Techlabs
    Machine Learning Engineer
    Pragnakalp Techlabs Mar 2019 - Jul 2019
    Ahmedabad, Gujarat, India
    • Designed and Deployed a Food Ordering Chatbot leveraging NodeJS, Firebase, and Google Cloud Platform • Implemented NLP Models such as BERT, ELMO, Word2Vec, and Universal Sentence Encoders with TensorFlow and Transformers (Hugging-face library) to achieve high-accuracy clustering of texts• Optimized chatbot response time by transitioning to a Distributed Database, achieving a reduced webhook processing time with results delivered within 3-4 seconds of the user's request using Parallel… Show more • Designed and Deployed a Food Ordering Chatbot leveraging NodeJS, Firebase, and Google Cloud Platform • Implemented NLP Models such as BERT, ELMO, Word2Vec, and Universal Sentence Encoders with TensorFlow and Transformers (Hugging-face library) to achieve high-accuracy clustering of texts• Optimized chatbot response time by transitioning to a Distributed Database, achieving a reduced webhook processing time with results delivered within 3-4 seconds of the user's request using Parallel Joins and Sort, enhancing user experience• Scrapped data and extracted information using BeautifulSoup, and Selenium libraries in Python• Using Python libraries like NLTK, spaCy, textblob, Gensim, Matplotlib, and numpy and Tableau created Dashboards for sentiment analysis, anomaly detection and other text classification tasks. Show less
  • Iste Student'S Chapter,It-Nu
    Social Media Head
    Iste Student'S Chapter,It-Nu Jul 2018 - Jul 2019
    Ahmedabad Area, India

Megh Patel Skills

Pandas Neural Networks Scikit Learn Qiskit Amazon Web Services Data Science Algorithms Google Data Studio Node.js Web Scraping Object Oriented Programming Cuda Cdk Keras Vertex Ai Tensorflow Image Processing Android Development Deep Learning Tableau Cascading Style Sheets Natural Language Processing Model Explainability React.js Html C (Programming Language Chatbot Development Google Cloud Platform Data Structures Tkinter Parallel Programming Google Bigquery Aws Lambda Javascript C++ Google Analytics Computer Vision Parallel Computing Microservices Numpy Pytorch Sql Python Quantum Computing Teamwork Aws Sqs Model Monitoring Machine Learning Nvidia Deepstream High Performance Computing

Megh Patel Education Details

Frequently Asked Questions about Megh Patel

What company does Megh Patel work for?

Megh Patel works for Metasense Inc

What is Megh Patel's role at the current company?

Megh Patel's current role is Machine Learning Engineer.

What schools did Megh Patel attend?

Megh Patel attended Arizona State University, Nirma University, Ahmedabad, Gujarat, India, The Hbk New High School.

What skills is Megh Patel known for?

Megh Patel has skills like Pandas, Neural Networks, Scikit Learn, Qiskit, Amazon Web Services, Data Science, Algorithms, Google Data Studio, Node.js, Web Scraping, Object Oriented Programming, Cuda.

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