Manan Ranka Email & Phone Number

Pune, Maharashtra, India

As a Software Engineer at Incedo, I have successfully contributed to multiple advanced AI and data management projects, delivering measurable improvements in system efficiency and decision-making capabilities. My key responsibilities and achievements include:Project: Fine-Tuning Large Language Models (LLMs)Designed and implemented fine-tuning scripts for LLMs, improving accuracy by 28%.Optimized model parameters using LoRA, handling extensive datasets with advanced techniques like gradient checkpointing and quantization.Trained models with 30% less VRAM and increased batch size efficiency by 2x.Project: AI-Powered SQL & Data Visualization SystemDeveloped an AI-based SQL query engine using Google Generative AI and LangChain, reducing manual query writing time by 60%.Implemented recursive error correction, achieving 90% SQL query accuracy and automating Python scripts for data visualization, cutting user intervention by 85%.Enhanced data retrieval efficiency by developing a memory system tracking 100+ queries.Project: Investment Advisory PortalBuilt a financial advisory platform integrating dynamic market data for over 100 financial instruments.Reduced API response times by 15% and improved decision-making with data-driven visualizations.Automated data management workflows with MongoDB, ensuring real-time updates and reliable user recommendations.

As a Web Development Intern at Khayaal Foundation, I played a key role in developing their main website, aimed at representing the organization’s mission of supporting underprivileged children. My contributions included:Developed the main website for Khayaal Foundation, ensuring it is easy to navigate, mobile-friendly, and fully represents the NGO’s values and initiatives.Built the website using ReactJS, HTML, and CSS, providing a responsive and user-friendly interface.Followed the SCRUM agile methodology, enabling efficient collaboration and iterative improvements throughout the development process.

Navi Mumbai, Maharashtra, India

During my internship at Capgemini, I contributed to enhancing their computer vision platform and improving machine learning operations. My key responsibilities and contributions included:Implemented version control mechanisms, improving the platform's stability and ease of management.Developed new UI components and added features to the existing computer vision platform, enhancing user experience and functionality.Worked on machine learning operations (MLOps), ensuring smooth deployment and management of models.Utilized Python and Azure ML SDK for developing and deploying ML models.Collaborated on front-end tasks using React.js, optimizing the platform's user interface.

Bachelor'S Degree, Information Technology

Education record