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Aditi
Manthripragada

// about

My Everyday

Fair tidings to you, reader! I'm grateful for your visit to my internet home, so to speak. In this section, I wanted to offer an overview of the pursuits I engage in on an average day, so as to provide a glimpse into my professional self.

  • My main commitment is to take end-to-end responsibility for the piece I own in the project, ensuring I deliver easy-to-read code that is integrated with the existing application, along with clear documentation.
  • I also engage in discussions with stakeholders to review progress and to align on the product roadmap.
  • One of my favourite tasks involves collaborating with colleagues across teams to evaluate emerging models, understand the trade-offs they present, and determine how they can best be integrated into our products.
  • I take it upon myself to interact with new members and interns to understand their background, identify gaps that can inhibit their progress, and pass on the metaphorical torch of the project.

// skills

My Stack

Languages
PythonC++JavaScriptSQLRBash
Frameworks & Libraries
PyTorchTensorFlowLangChainLangGraphGoogle ADKTransformersFastAPIFlask
AI
LLMsVLMsRAGDiffusion Models
DevOps
DockerGitGithub Actions
Databases
PostgreSQLMySQLMongoDBRedisChromaDB
Tools
LinuxVSCodeJupyterPostmanTableau

// experience

My Journey

AI Engineer
June 2025 - Present

โ Represented NxtGen at Cypher 2025, demonstrating enterprise AI solutions and generating interest from 20+ companies.


โ Acted as Point of Contact across six concurrent projects from November'25 to February'26.

NxtGen Cloud Technologies
Troogue AI
Python Developer Intern
March 2025 - June 2025

โ Developed config-driven chatbot applications using the Factory design pattern, enabling customization across use cases.


โ Built a RAG-powered NL-to-SQL proof of concept, allowing natural language queries over large, multi-table datasets.

Management Consulting Intern
March 2025 - May 2025

โ Evaluated emerging AI technologies to support strategic decision-making and client engagements.


โ Produced technical reports and presentations, translating AI research into actionable business recommendations.

XiPhi AI

// portfolio

My Favourite Projects

// research & credentials

My Publications & Credentials

// papers

IEEE Xplore 2022Cryptocurrency and Associated Bourse Analysis using Machine Learning and Knowledge Graphsโ†’ ieeexplore.ieee.org/document/9696998
Springer Link 2024A novel route to energy harvesting from wasted vibrations of siever shaker using piezoelectric technologyโ†’ link.springer.com/article/10.1007/s10751-024-01956-4
Springer Nature Link 2025Processing and Microstructure Characterization of Bio-Waste Induced Closed-Cell Aluminium/SiCp Composite Foamsโ†’ link.springer.com/article/10.1134/S1067821224600777

// credentials

MLOps for Generative AI
Google Cloud Skills Boost ยท 2024
SQL (Advanced)
HackerRank ยท 2024
GitHub Foundations
GitHub ยท 2024
Data Scientist
DataCamp ยท 2024
Japanese Language
JLPT ยท 2025

// experiments

My Smaller Projects

โ™ช CC GG AA G