PararthDave
Pararth Dave
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About Me
Get to Know me.
I'm creative
ML Engineer
based in Ahmedabad , Gujarat
Proficient Data Scientist with a grasp over concepts. Experienced in ML, DL, SQL, IR, NLP, various Python Frameworks, Cloud Platforms (GCP) and different ML frameworks/ algorithms. Familiar with google tools and code repository frameworks like Gitlab, Cloud Source Repo. Also a proficient web developer, with an interest in designing and vector art using Adobe Photoshop and Illustrator.
Proficient Data Scientist with a grasp over concepts. Experienced in ML, DL, SQL, IR, NLP, various Python Frameworks, Cloud Platforms (GCP) and different ML frameworks/ algorithms. Familiar with google tools and code repository frameworks like Gitlab, Cloud Source Repo. Also a proficient web developer, with an interest in designing and vector art using Adobe Photoshop and Illustrator.
My Forte
Data Science
python, machine learning, natural language processing and more
Analysis and Visualization
proficient with tools/libraries like data studio, pandas, numpy, tableau, seaborn, matplotlib
Web Development and Designing
interested in web development and logo, vector art, and poster creation
My Skills
ML/DL
95%
Python
90%
Data Analysis and Exploration
83%
Natural Language Processing
87%
Data Storytelling
94%
Development/Designing
84%
Experience
My Experience
Genesis AI, ML Engineer
Jan, 2023 - Present
- Worked majorly with Pytorch, Huggingface Transformers and LayoutLM
- Intergral part of R & D team of Invoice and Bank Statement Parser
- Reduced AWS textract charges by creating in-house text layout parser using PyMUPDF and other tools
- Extensively used pandas for analytics and report creation along with summary stats
- Also worked in chatbot development direction using platforms like Rasa and SOTA models like Bert
- Responsible for reporting and developing ML mechanism behind all kind of document parsing
Searce Inc, ML Engineer
Jan, 2022 - Dec, 2022
- Implemented various NLP-based mechanisms for document detail extraction
- Worked with various Python-based libraries and frameworks
- Created database schemas and been an active part of Google Cloud Setup
- Worked with Google Cloud Platform actively including DocAI, GKE, Cloud Run, App Engine, Apigee
- Attained GCP Associate Cloud Engineer Certification
- Handled tasks like Table/Image/Text extraction from various types of pdf files using python libraries and google cloud tools
IRLAB-DAIICT, Data Science Intern
May, 2021 - Dec, 2021
- Worked majorly on implementing various LSTM, NLP-based projects
- Created UI interface using Django, flask, bootstrap, CSS, HTML, and JavaScript
- Worked on Legal Document Summarization project with the collaboration of IIT Kharagpur
- Also attempted to create a knowledge graph representation of the Indian Constitution under the name "NyayaSutras"
- Numerous other projects including Power Utilization Prediction, Retrospective analysis of News on Stock Market, Sentiment Analysis of YouTube Videos, etc
