- Designed and implemented advanced AI solutions leveraging GenAI and LLM for applications in customer service chatbots, personalized content recommendations, and automated document processing to enhance user experiences and operational efficiency.- Developed and optimized RAG models to improve information retrieval accuracy and efficiency in chatbots and other interactive systems.-Applied NLP techniques, such as sentiment analysis, named entity recognition, and text summarization, to extract valuable insights from unstructured text data.-Leveraged deep learning techniques, including CNNs and RNNs, to create robust models for image and sequence data processing.-Independently developed machine learning solutions, overseeing the entire lifecycle from data preprocessing to model deployment and monitoring, ensuring adherence to project timelines and quality standards.- Employed best practices in model training and evaluation, utilizing metrics such as accuracy, precision, recall, F1-score, and AUC-ROC to assess model performance and drive iterative improvements.- Implemented CI/CD pipelines using Jenkins and GitLab CI to automate the deployment process, significantly reducing deployment times and minimizing errors, while ensuring consistent integration of code changes.- Conducted thorough testing and validation of machine learning models using AWS services, such as SageMaker for model training and deployment, and S3 for data storage, to ensure scalability, reliability, and compliance with security standards.

-Designed and optimized system architectures to support scalable applications and services across diverse environments, including Linux, macOS, and Ubuntu systems.-Managed the deployment and configuration of servers, ensuring high availability and performance across cloud and on-premises infrastructures.-Conducted performance tuning, monitoring, and troubleshooting to resolve complex technical issues, leveraging tools such as Nagios and Grafana for system health tracking.-Developed and maintained automation scripts using Bash and Python to streamline system management tasks and improve operational efficiency.-Implemented security measures and best practices to protect sensitive data and ensure compliance with industry standards.-Assisted in the migration of legacy systems to cloud environments, optimizing resource allocation and cost management.

-Utilized vector databases, Snowflake, Databricks, and Datadog for data analysis and modeling.-Developed and deployed machine learning models to drive data-driven insights and business strategies.-Created dashboards and visualizations to present findings to stakeholders.

-Designed, developed, and maintained Python-based applications and RESTful APIs using Django and Flask, prioritizing performance, scalability, and user-centric features.-Developed user-facing elements with React, ensuring seamless integration with server-side logic to deliver responsive and cohesive applications.-Wrote efficient, reusable, and scalable code by adhering to best practices in Python development, significantly enhancing code maintainability and performance.-Optimized application performance through caching strategies and database query optimization, achieving up to a 30% increase in response times.-Actively participated in code reviews to uphold high code quality and ensure adherence to team standards and best practices.-Troubleshot and upgraded existing software, effectively resolving critical bugs and maintaining uninterrupted operation of core applications.-Implemented robust security features, including user authentication, data encryption, and secure API access, to safeguard sensitive information.-Integrated third-party APIs (e.g., Stripe, Google Maps) to enhance application functionality and improve overall user experience.

Research work: -Probed into Deep learning algorithms for Object detection and classification. -Researched deep learning methods for network intrusion detection in distributed environment. -Studied and reviewed hardware performance for weather forecasting by time-series analysis.Teaching: -Assisted faculty for lab design, grading. Held office hours. Taught Verilog and SystemVerilog to undergraduate students for 2 consecutive semesters. Co-taught digital logic labs for 2 consecutive semesters.