Jayana Shah - Implementation of Data Management Tool for LLM & Speech Technologies

Recommended expert

Nuremberg, Germany

Experience

May 2025 - Sep 2025

5 months

Implementation of Data Management Tool for LLM & Speech Technologies

Fraunhofer IIS

Developed a PoC for data processing and integration of an open-source TTS/LLM data management platform
Automated metadata pipelines, boosting efficiency by 30%
Implemented IAM, data quality checks, and versioning; conducted gap analyses with UI/UX and HMI designers
Built KPI dashboards in Power BI to monitor performance, conducted usability tests, and ensured GDPR and AI privacy compliance
Tools used: Openmetadata, Airflow, Python, SQL, MySQL, Elasticsearch, Docker, RBAC, Power BI, S3, GCP, LLMs into workflows

Oct 2024 - Dec 2024

3 months

AI Data Engineer Intern

Fraunhofer IIS

Built metadata pipelines with Python, SQL, dbt, Airflow, Snowflake, ETL workflows
Evaluated open-source tools for LLM data management, lineage, catalog, and governance in TTS workflows
Used Docker for deployments (AWS/GCP), conducted interviews, integration tests, and documented findings

Aug 2024 - Feb 2025

7 months

Nuremberg, Germany

AI Research Assistant - Machine learning and Deep learning

AIBE Lab, Friedrich-Alexander-Universität

Applied transfer learning on CNNs for cochlear implant EEG data, fine-tuned and optimized models to 74% accuracy
Leveraged normal-hearing EEG data, visualized performance, and generated insights for neuro-steered hearing aids

Aug 2023 - Oct 2025

2 years 3 months

Working Student - Data Engineering & Software Support

Fraunhofer IIS

Designed, monitored, and diagnosed ELT/ETL pipelines within EasyDCP software workflows
Automated testing and QA processes with CI/CD integration, improving system reliability by 25%
Provided L2/L3 technical support, managed Jira tickets, collaborated with developers for RCA and bug fixing
Researched digital twin in education, analyzed applications and identified key research gaps

Jun 2021 - Oct 2022

1 year 5 months

Mumbai, India

Software Engineer

Newgen Software Technologies

Led Agile SDLC for BPMN product software, aligned business and IT teams for seamless delivery, and mentored juniors
Developed and optimized secure RESTful APIs and backend systems using Java, Python, JSP, and MERN stack
Conducted code and design reviews, wrote clean, well-tested, performant code, performed unit and A/B testing, and managed production deployments
Liaised with Indian banks including Axis Bank to deploy payment and loans workflow management solutions

May 2020 - Jul 2020

3 months

Mumbai, India

Python Developer Intern

Kubix Square

Built a Chrome extension using JavaScript, HTML, PHP, and CSS to highlight webpage elements on hover
Automated web scraping and browser tasks with Selenium, delivering a functional Google plugin

Clinical Medical Text Analysis Dashboard

Built a Power BI dashboard to analyze HL7 medical text and evaluate clinical NLP data quality for disease types
Tools used: Tableau, Data Cleaning, Visualization & Analytics, Microsoft Office, Google Colab

E-Commerce Data Warehouse Development

Developed a scalable e-commerce Data Vault (Hubs, Links, Satellites) following Star Schema Mart
Tools: Microsoft Fabric, Power BI & Query, Data Visualization, Analytics & Modeling, Data Vault 2.0

News Recommender System

Built a personalized news recommendation engine using TF-IDF and cosine similarity to suggest relevant articles
Tools used: Pickle, TF-IDF, cosine similarity, Jupyter Notebook, EDA

Impact of Emotional Intelligence for Professional Growth

St. Francis Institute of Technology

Analyzed emotional intelligence and academic performance, integrated ML and UI/UX with 89% accuracy
Tools used: Python, Pandas, Scikit-learn, OpenCV, Matplotlib, Seaborn, Jupyter Notebook, EDA, ML frameworks, UI/UX

Summary

Detail-oriented Engineer with 3+ years of hands-on experience developing automated data pipelines, software solutions using Python, SQL, Airflow. Skilled in delivering scalable data architectures, IT systems, optimizing workflows, and improving system resilience within production environments.

Adept at cross-functional collaboration, CI/CD automation and translating complex business requirements into efficient data products that drive actionable insights.

Skills

Programming: Python, R, Java, Javascript (React, Node.js), C/c++, Object Oriented (Oop), Sql, Linux, Windows.
Ml & Deep Learning: Tensorflow, Keras, Hugging Face, Pytorch, Fastapi Numpy, Json, Csv, Xml, Rdf, Hdf5.
Databases & Vector Databases: Postgresql, Mysql, Mssql, Nosql, Mongodb, Snowflake.
Ticketing, Testing: Confluence, Kanban, Git/github, Jenkins, Kubernetes, N8n.
Data Engineering & Cloud Ml Platforms: Aws (S3), Bigquery, Azure, Spark, Devsecops/devops.
Analytics & Bi: Power Bi, Kpi Dashboards, Tableau.
Other Tools: Collibra, Figma, Condens, Agile/scrum, Microsoft Office Package (M365), Excel.
Soft Skills: Problem-solving, Fast Learner, Active Listener, Team Player, Collective Effort, Self-directed, Stakeholder Management And Customer Orientation, Analytical Thinking And Conceptual Thinking Skills, Solution-oriented, Structured Work And Strong Documentation Skills.

Languages

English

Advanced

German

Intermediate

French

Elementary

Education

Oct 2022 - Sep 2025

Friedrich-Alexander-Universität Erlangen-Nuremberg

Master of Data Science · Data Science · Nuremberg, Germany

Aug 2017 - Sep 2021

St. Francis Institute of Technology, Mumbai University

Bachelor of Information Technology · Information Technology · Mumbai, India

Certifications & licenses

Getting Started With Data Analytics On AWS

Certificate On Machine Learning Models And AI Using Python

ATS Solutions

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Experience

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Summary

Skills

Languages

Education

Friedrich-Alexander-Universität Erlangen-Nuremberg

Master of Data Science · Data Science · Nuremberg, Germany

St. Francis Institute of Technology, Mumbai University

Bachelor of Information Technology · Information Technology · Mumbai, India

Certifications & licenses

Getting Started With Data Analytics On AWS

Certificate On Machine Learning Models And AI Using Python

ATS Solutions

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