I have a background in data science and machine learning, with experience from internships at Siemens Healthineers, Samsung PRISM, where I worked on a range of projects involving data analysis, model building, and tool d…
I have a background in data science and machine learning, with experience from internships at Siemens Healthineers, Samsung PRISM, where I worked on a range of projects involving data analysis, model building, and tool development using Python, Scikit-learn, SQL PyTorch, and TensorFlow.
I would love the opportunity to bring my skills to your company and continue growing
<p>Developed Power Apps to manage databases and created dynamic Power BI visualizations, offering clients real-time project updates and improved decision-making insights.<br>
Worked on developing LLM-RAG using GraphRAG, sliding window techniques, and Hierarchical querying to manage large file bases effectively.<br>
Worked on developing the user-friendly interface for the LLM application utilizing React.</p>
<p>Led a team of 4 UGs, overseeing the development of a prototype Chatbot assistant for Samsung Finance.<br>
Designed and implemented a Rasa chatbot featuring a custom Telugu-compatible NLU pipeline using spaCy, complemented by a user-friendly UI to enhance user engagement.<br>
Developed a custom ASR model for voice interaction utilizing NVIDIA NeMo architecture, achieving a Word Error Rate of 8.34%.</p>
<p>Initiated work on the DJI Tello programmable drone, utilizing the Tello SDK to execute various maneuvers.<br>
Designed and implemented applications for custom drones with the Pixhawk controller, focusing on flight path planning, collision avoidance, and gesture control.</p>
<p>Performed thorough research on various image generation models and established evaluation metrics used to evaluate their performance.<br>
Developed a quality assurance framework for image generation models and validated it using open-source, human-evaluated, generated image datasets to ensure accuracy.<br>
Worked on metrics including Aesthetic Score, CLIP, QAlign, and IQA PyTorch to evaluate model performance and output quality, while also introducing a new metric, SAM-CLIP, to assess hallucination.</p>
• Developed PowerApps to manage databases and created dynamic Power BI visualizations, offering clients real-time project updates and improved decision-making insights.
• Worked on developing LLM-RAG. Using Graph RAG, sliding window techniques, and Hierarchical querying to manage large file bases effectively.
• Worked on developing the user-friendly interface for the LLM application utilizing React.
• Led a team of 4 UGs. overseeing the development of a prototype Chatbot assistant for Samsung Finance.
• Designed and implemented a Rasa chatbot featuring a custom Telugu-compatible NLU pipeline using spaCy, complemented by a user-friendly UI to enhance user engagement.
• Developed a Custom ASR model for voice interaction utilizing NVIDIA NeMo architecture, achieving a Word Error Rate of 8.34%.
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