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Yash182023/README.md

Hi there! πŸ‘‹ I'm Yash Sharma

πŸš€ About Me

I’m a passionate AI and Machine Learning enthusiast currently pursuing a B.Tech in Computer Science with a specialization in Artificial Intelligence and Machine Learning at SRM Institute of Science and Technology. With hands-on experience in developing predictive algorithms, data visualizations, and NLP models, I'm dedicated to building solutions that enhance human interaction and decision-making.


πŸ›  Skills & Technologies

Languages & Databases

  • Programming: Python, SQL, C/C++, JavaScript, HTML, CSS
  • Databases: PostgreSQL, MySQL, Microsoft SSMS

Tools & Libraries

  • Data Visualization: Tableau, Power BI, Plotly
  • Data Processing & Machine Learning: PySpark, Scikit-Learn, PyTorch, TensorFlow, Keras, OpenCV, NumPy, Pandas, SciPy
  • Specializations: NLP, ANN, CNN, Generative AI, Exploratory Data Analysis (EDA)

🌟 Featured Projects

Duration: December 2023 – January 2024

  • Built a mental health chatbot using ChatGPT 3.5 and ADA002, featuring a mood tracker, CBT analysis, mindfulness sessions, and a student mental health data analysis module.
  • Integrated a peer support community forum to foster a supportive environment.

πŸ’Ό Experience

Artificial Intelligence Intern
Zetrance XR | Noida, India | August 2024 – Present

  • Enhanced user experience by reducing buddy list rendering time by 75% through a predictive algorithm.
  • Integrated iChat with Spotlight Search, enabling system-wide metadata searches.
  • Redesigned chat file format, implementing backward compatibility to ensure seamless search functionality.

πŸ”¬ Research Work

Real-Time Neural Surrogate for MRI Analysis

  • Developed a 2.5D Volumetric Segmentation pipeline using a weighted ensemble of CNNs and Transformers, achieving a 4% improvement over standard U-Nets.
  • Addressed domain shift issues by distilling clinical standards into a 15k-image protocol-consistent dataset, reducing inference latency from hours to milliseconds.

🌐 Connect with Me

Visitor Badge

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  1. Domain-Generalized-NeuroSeg Domain-Generalized-NeuroSeg Public

    Official implementation of a 2.5D Hybrid Ensemble achieving SOTA (0.915 Dice) for White Matter segmentation. By resolving protocol inconsistencies via the ADNI-CWM dataset, we demonstrate robust ze…

    Jupyter Notebook

  2. constitutional-whirl constitutional-whirl Public

    Safety Constraints for Inverse Reinforcement Learning in Public Health

    Python

  3. BrightPsyche_New BrightPsyche_New Public

    "BrightPsych" is a holistic mental health platform featuring a supportive chatbot and detail CBT analysis for disorders. Daily Mood Tracking aids emotional well-being, while data analysis unveils s…

    HTML 2

  4. ChildGaurdAI_Web ChildGaurdAI_Web Public

    ChildGuardAI is a comprehensive platform dedicated to ensuring the safety and well-being of children in the digital world. It offers a range of features and services aimed at empowering child safet…

    Python 2

  5. Extensionizer Extensionizer Public

    Python

  6. ChandraVikas_SIH_2023_New ChandraVikas_SIH_2023_New Public

    Python