Priyanka Kadam

Priyanka Kadam Email and Phone Number

python l Data science | NLP | OCR | langchain @ Citi
new york, new york, united states
Priyanka Kadam's Location
Pune, Maharashtra, India, India
About Priyanka Kadam

Experienced application developer with 4 years of experience specializing in python, data science, natural language processing (NLP), and OCR projects. Strong background in developing chatbots, building machine learning models, and integrating Generative AI solutions. Expertise in frameworks such as FastAPI, Flask and Rasa, with hands-on experience in building robust services involving document processing, embedding generation, and cloud integration with S3 and milvus.Key Skills- Languages: Python - Frameworks & Libraries: FastAPI, Flask, Rasa, spaCy, Langchain, YOLO - Machine Learning & NLP: Sentiment Analysis, Model Training, Data Preprocessing, Roboflow, Generative AI (GenAI) - Cloud & Databases: AWS S3, Milvus - Tools & Platforms: OCR, Roboflow, OpenAI - Version Control: Git 1. OCR Text Extraction Project - Developed an Intelligent Character Recognition (ICR) solution for text extraction from scanned documents using YOLO models. - Implemented OCR solutions to convert scanned document images into structured text for further processing. - Enhanced model accuracy through data preprocessing and training using Roboflow.2. Chatbot Development using Rasa and spaCy - Built a conversational chatbot using the Rasa framework, integrated with NLP tasks via spaCy. - Applied sentiment analysis for improved understanding of customer feedback and interactions.3. Document Chunking and Embedding Service - Created a service where users upload files to AWS S3, with files processed for chunking and embedding using OpenAI. - Managed storage of embeddings in **Milvus**, with collections organized by project. - Developed APIs for managing file operations, ensuring secure and efficient cloud integration.

Priyanka Kadam's Current Company Details
Citi

Citi

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python l Data science | NLP | OCR | langchain
new york, new york, united states
Website:
citigroup.com
Employees:
201877
Priyanka Kadam Work Experience Details
  • Citi
    Application Developer Analyst
    Citi Sep 2022 - Present
    Pune, Maharashtra, India
    - Developed an advanced document processing service where files (PDFs, DOCs, text) are uploaded to S3, chunked, embedded using OpenAI, and stored in Milvus for efficient retrieval.- Managed cloud integrations by creating APIs for uploading, listing, and removing files from S3, while ensuring secure connections to Milvus.- Led an OCR Projects to extract text from documents , signature comparison etc using OCR techniques, enhanced with YOLO models for high accuracy.- Implemented a solution for data preprocessing, labeling, and model training using Roboflow, improving the efficiency of OCR-based systems.- Built a chatbot solution using spaCy and Rasa framework, designed to handle natural language processing tasks and deliver interactive experiences.- sentiment analysis using Spacy and transformers using pre-trained models of hugging-face platform and fine tune it using bert
  • Tech Mahindra
    Python Developer
    Tech Mahindra Mar 2020 - Sep 2022
    Pune Area, India
    Implemented prediction analysis of weather using tensor-flow , word cloud, numpy , pandas library using Django framework and trained model of dataset to predict
  • Arete Technology
    Web Development Intern
    Arete Technology Jun 2018 - Jul 2018
    Nasik Area, India
    Worked as a web development intern and learn HTML, CSS, PHP as well as database. Created website and worked on one live project

Priyanka Kadam Education Details

  • Mgm College Of Engineering
    Mgm College Of Engineering
    Computer Science

Frequently Asked Questions about Priyanka Kadam

What company does Priyanka Kadam work for?

Priyanka Kadam works for Citi

What is Priyanka Kadam's role at the current company?

Priyanka Kadam's current role is python l Data science | NLP | OCR | langchain.

What schools did Priyanka Kadam attend?

Priyanka Kadam attended Mgm College Of Engineering.

Who are Priyanka Kadam's colleagues?

Priyanka Kadam's colleagues are Nina S., Javier Chua, Uwayne Turnbull, Darron B. Ridgeway Pmp®, Stefanie Williams, David Martocci, Lorenny Guzman.

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