Mayur Mhaske Email & Phone Number

🚀 Data Science Enthusiast | NLP & Computer Vision Specialist | Machine Learning | Deep LearningAs a passionate and results-driven data scientist, I specialize in leveraging cutting-edge techniques in natural language processing (NLP), computer vision, and cloud computing to solve complex problems and drive impactful insights.🔍 Projects Highlights:1. LLM-Driven Data Insights: Developed a user-friendly chatbot utilizing advanced prompt engineering and few-shot prompting techniques. This bot, powered by Langchain and other tools, enables users to interact naturally, perform tasks like exploratory data analysis, and visualize results through natural language interactions. It empowers individuals with limited programming knowledge to independently analyse data.2. Transformer Decoder Architecture Implementation: Built a transformer decoder architecture from scratch, demonstrating a deep understanding of transformer-based models and their inner workings. This project involved designing and implementing core components like attention mechanisms and positional encodings for sequence-to-sequence tasks.3. Resilient VPC Architecture: Designed and deployed a resilient Virtual Private Cloud (VPC) architecture in AWS, leveraging multiple Availability Zones, Auto Scaling groups, and Application Load Balancers to ensure high availability and scalability of production servers.4. Fine-Tuning of BERT & RoBERTa: Applied RoBERTa and BERT for text classification on medical transcription data, achieving exceptional accuracy by fine-tuning models for both primary and nuanced categories. Implemented mistral and Gemini for feature extraction, enhancing model performance and interpretability.5. Advanced Computer Vision for UAV Human Detection: Developed a state-of-the-art nanodet model for UAV human detection, incorporating spatial and channel attention mechanisms for superior performance across various altitudes. This project addresses critical aspects of UAV applications by effectively capturing spatial dependencies in the data.🛠️ For more details on these projects and others, I invite you to explore my profile. Let's connect to discuss opportunities for collaboration or share insights in the exciting field of data science!

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  Software Engineer

  Nitor Infotech

  Jun 2024 - Present - Pune, Maharashtra, India