Aritra Ghosh

Experience

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  GirlScript Winter of Contributing

  Sept 2021 - Nov 2021

  Open Source Web Developer

  ➤ Contributed to several projects under the domains of web development and machine learning, enhancing functionality and user experience.➤ Successfully had 12 pull requests merged, demonstrating effective collaboration and code quality.

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  National University of Singapore

  Jan 2022 - Aug 2022

  Trainee
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  Py Contributors

  Sept 2022 - Oct 2022

  Software Documentation Writer | Python

  ➤ Incorporated documentation to 7 Python files and advocated repositories of 3 projects.

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  Checkthat.co.in

  Oct 2022 - May 2023

  Freelance Web Developer | MERN

  ➤ Building and Maintaining webpages and web apps for clients independently.➤ Oversaw the full lifecycle of development for 6 projects with 100% on-time delivery while within budget.➤ Increased traffic and enhanced page ranking by improving website structure performing Search Engine Optimization(SEO) and Search Engine Management(SEM) for local improvements.

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  Hacktoberfest

  Oct 2022 - Nov 2022

  Open Source Contributor

  ➤ Refactored codebases across 3 repositories to improve code quality, readability, and maintainability. This included Streamlining code structure, Removing redundant code and Enhancing performance.➤ Identified and resolved 2 critical bugs, improving the overall functionality and user experience.

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  CareEdge Group

  Jul 2023 - Aug 2023

  Software Development Intern | Analytics (Modelling and Automation)

  ➤ Modelling and Automation of ML model serving and performance tracking by creating scalable and robust API in Python.➤ Building and Securing models to asses bank risk, customer churn and categorisation.➤ Designed a secure email-based user registration and OTP verification system, along with JWT token generation and validation.➤ Pioneered a robust financial forecasting system leveraging ARIMA, Holt-Winters, and LSTM models; automated end-to-end workflows with Python scripts and cron jobs to ensure seamless, real-time data processing and predictions.➤ Implemented a user-friendly chatbot interface for collecting user data and calculating Probability of Default (PD) using a Random Forest model, achieving a 15% improvement in model accuracy.➤ Integrated advanced functionalities for video KYC, including OCR for document text extraction, speech-to-text conversion, and face recognition, processing and verifying documents for over 500 users Show less

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  Timechain Labs

  Aug 2023 - Dec 2023

  Software Development Intern | Blockchain

  ➤ Developed a secure and efficient tokenization solution for businesses on Bitcoin, equivalent to the ERC1400 standard.➤ Ensured compliance with security standards and best practices to safeguard digital assets.➤ Collaborated with cross-functional teams to define requirements and deliver a robust solution.➤ Integrated advanced cryptographic techniques to enhance the security and integrity of the tokenization process.

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  Institution's Innovation Council-IEM

  Feb 2024 - now

  Research Associate | Machine Learning

  ➤ Developed and implemented a conversational Intelligence AI Legal Chatbot leveraging LlamaIndex, LangChain, and RAG-based models to provide accurate (up to 85%) responses to legal queries.➤ Engineered features like automatic document generation, multilingual translation, 70% complexity reduction in legal summarization, real-time lawyer location retrieval, and a Previous Judgement Library using YAKE keyword retrieval.➤ Acquired proficiency in OpenAIEmbeddings, Pinecone database, Retrieval Augmented Generation and LLM. Show less

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  ObjectSol Technologies Pvt. Ltd.

  Jul 2024 - Jul 2024

  Intern

  Developed a generative application that creates videos from user prompts. The application allows users to customize and modify the generated videos to meet specific requirements, providing a flexible and interactive user experience.