Projects

Investigating Cross Lingual Transfer Learning for Indian Languages

Duration: February 2024 - April 2024
Tools: Natural Language Processing, Python, PyTorch

• Examined cross-lingual transfer in multilingual models, comparing intra-family and inter-family (Indo-Aryan and Dravidian language families) knowledge transfer.
• Evaluated five Indian languages across Sentiment Analysis, Hate Speech Detection, and Named Entity Recognition tasks using fine-tuned multilingual BERT models.

GitHub: Repository Link

Intelligent Browser Assistant with Multimodal Retrieval Capabilities

Duration: February 2024 - April 2024
Tools: Information Retrieval, ReactJS, Pinecone, LangChain

• Developed a browser extension for seamless user assistance with features like real-time web scraping, multimodal retrieval (text, images, audio), and LLM integration.
• Leveraged RAG pipelines for accurate, context-aware responses, reduced human dependency, and improved accessibility.
• The project optimized user interactions and delivered a robust AI-driven browsing experience.

GitHub: Repository Link

Online Retail Store

Duration: January 2023 – May 2023
Tools: Database Management Systems, MySQL, Python

• Designed a command-line interface simulating an online retail store with tailored functionalities for Customers, Delivery Partners, Distributors, Admins, and an Affiliated NGO.
• Optimized database operations with MySQL queries for efficient data fetching, insertion, and deletion.

GitHub: Repository Link

Tank Stars

Duration: October 2022 – December 2022
Tools: JAVA, Object-Oriented Programming Concepts, LibGDX Framework

• Built a dual-player strategy game with Object-Oriented Programming concepts and a sudden-death mode using the LibGDX framework.
• Applied Object-Oriented Programming concepts and designed UML Class, Use Case Diagrams to visualize game architecture and flow.

GitHub: Repository Link

Custom Linux Shell

Duration: October 2022 Tools:: C Language, Linux System Calls

• Designed a simple shell using C that can handle and replicate Linux terminal commands. Implemented internal commands (’cd’, ’echo’, ’pwd’) and external commands (’ls’, ’cat’, ’date’, ’rm’, ’mkdir’) using fork and threads.

GitHub: Repository Link

Custom Assembler and Simulator

Duration: June 2022 - July 2022 Tools:: Python, Knowledge of Assembly Language (ISA).

• Implemented a custom Assembler and Simulator for a hypothetical Instruction Set Architecture, along with visualization for memory access location over time.

GitHub: Repository Link

Market News and API Project

Duration: March 2022 Tools:: Python, Polygon.io (API).

• Gathered and displayed Stock News and Cryptocurrency data such as opening prices, closing prices, and conversion rates using the Polygon.io API.

GitHub: Repository Link