Machine Learning Engineer

PRIYAL MEHTA

: +917*********, : **************@*****.*** : Bhawar Kuwan, Indore, Madhya Pradesh.

LinkedIn: Linkedin.com/in/priyal-mehta-972007233, Github:https://github.com/Priyal-0911 EXPERIENCE

Machine Learning Engineer - FODUU ( Foundation Of Uprising Unit) Indore, Madhya Pradesh Dec 2023 - Till Date

● Technologies Used: Python, Machine Learning, Deep Learning, Langchain, RAG, NLP, Pytorch, Tensorflow, Keras, scikit-learn

● Tools Used: VSCode, Hugging Face, Github, Vector databases (Pinecone, Qdrant, Redis, Mongodb), LLMs, Canva, Figma, FlowiseAI, Zapier

● Development Phase: Led the end-to-end development process, including problem analysis, data scraping, transformation, feature engineering, fine-tuning, large language models (LLMs). Additionally, implemented automation solutions to optimize workflows and enhance efficiency. Machine Learning Engineer - Ailogix Software Solutions Indore, Madhya Pradesh Apr 2023 - Nov 2024

● Technologies Used: Python, Machine Learning, Deep Learning, GAN, NLP, TensorFlow, Keras, Tesseract OCR

● Tools Used: VSCode, GitHub, Colab Notebook, Jupyter Notebook

● Development Phase: Boosted model accuracy to over 80% through strategic hyperparameter tuning, achieving a 10% performance increase in a Generative Adversarial Network (GAN) model for creating custom floorplans. Implemented K-means clustering and PCA for efficient data grouping and dimensionality reduction. Extracted textual information from image-based data using Tesseract OCR. Salesforce Intern - Mindruby Technologies, Crystal IT Park Indore, Madhya Pradesh Jan 2023 - Apr 2023

● Technologies/Tools Used: Trailhead, Salesforce Lightning, Compact Layout, Approval Processes, WorkDows, Process Builder, Validation Rules, Reports & Dashboards, Custom Metadata and Settings, Custom Objects, Record Types, Page Layouts, Sharing Rules, Roles & Profiles, Lead/Opportunity Management, Visualforce (VF) Page, Lightning Web Components (LWC), Record-Triggered Flows. EDUCATION

Master Of ComputerApplications (MCA) - School Of Computer Science & IT, DAVV Indore, Madhya Pradesh.August 2021 - June 2023

PROJECTS

Audio Call Analysis with Automated Transcription and Summarization(visit) AI-powered automated system for transcribing call recordings & generating summarized insights to streamline client call data analysis.

Technologies: Python, Whisperx, LLM, FastAPI

Virtual Try-on-/ClothSwap(visit)

Developed an innovative project using ComfyUI swapping cloths techniques to create a seamless, user-friendly experience for image manipulation.

Technologies: Python, Deep Learning, ComphyUI

Outcome: Achieved - 85-90% accuracy in cloth swap. Stock Market Pattern Detection on Live Trading Video Data(visit) Designed & developed a YOLOv8s model to detect & classify stock market chart patterns in real-time video data and enabling detection of patterns like 'Head and Shoulders,' 'M_Head,' and 'Triangle.' Technology Used : Python, YOLOv8s, Annotations, Augmentation, OpenCV Outcome: Achieved 90% accuracy, varies based on pattern type. Also have hands on experience in projects like: Chatbot using Langchain & RAG technique, Image-To-Image or Text-To-Image product similarity, Watermark Removal using Pytorch Deep Learning Encoder & Decoder, Object detection using YOLOv8 and more.

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