Available to hire
Hi, I’m Swathi, an AI professional with over 3 years of experience specializing in Machine Learning, Deep Learning, and Data Science. Alongside my AI expertise, I also have 2 years of full-stack web development experience. I’m passionate about building intelligent systems, particularly in NLP, Large Language Models, and Computer Vision. As a certified Scrum Master with a Master’s degree in Computer Science focused on AI from the University of Freiburg, I enjoy leading teams and delivering impactful solutions.
I’m excited to apply my skills to solve real-world industrial challenges full-time. I love learning continuously and thrive in collaborative environments where I can share knowledge and mentor others. When I’m not coding or researching AI, I enjoy engaging with students in teaching roles and exploring the latest advances in technology.
Skills
Language
English
Fluent
German
Beginner
Work Experience
AI Engineer at predictores.ai
May 1, 2025 - PresentEngineered a flexible agent communication framework to support multi-modal responses and improve user interaction versatility and agent expressiveness. Implemented an intelligent multi-agent prototype using rule-based sequence strategies and LLM planning research to enable context-aware conversations without explicit hardcoding of user intents. Developed an AI-powered market intelligence platform using ML, LLM, RAG, MCP, and symbolic AI frameworks, focusing on trust scores to solve complex business challenges.
Scientific research assistant at Fraunhofer ISE
March 31, 2025 - July 25, 2025Developed and fine-tuned transformer-based DL models to extract tabular data from PV Datasheets, that handle varying layouts and complex table structures, boosting data extraction accuracy by 15%. Implemented advanced canonicalization algorithm, performed Hyperparameter Optimization, applied Retrieval-Augmented Generation (RAG) with vector stores (FAISS), integrated LLMs (GPT-4), and used NLP for post-processing, reducing data processing time by 40%. Wrote clean modular code with unit tests and containerized the solution using Docker to ensure reproducibility.
Intern - Deep Learning at Fraunhofer ISE
January 31, 2024 - July 25, 2025Trained advanced DL-based object detection models for Table Detection and Table Structure Recognition using PyTorch and OpenCV, improving data extraction quality by 12% over the baseline approach. Prepared a custom PV dataset by collecting, annotating, and augmenting PV Datasheets followed by OCR, advanced pre-processing of extracted images, and implementation of ML-based post-processing techniques to enable efficient model training.
Teaching Assistant - Database and Information Systems at Albert-Ludwigs-Universität Freiburg
March 31, 2023 - July 25, 2025Devised and delivered engaging sessions weekly on SQL programming, relational algebra and database design, raising average student grades by 15%. Mentored 50+ students on data modeling and query optimization, through individualized feedback, and hands-on problem-solving.
Systems Engineer - IFS at Tata Consultancy Services
March 31, 2021 - July 25, 2025Led a team of 4 to deploy an automated multi-tier collaboration app using Microsoft PowerApps, Power Automate, Azure, and Power BI, increasing supply chain productivity by 200%. Served as SCRUM master, ensured agile methodologies, and integrated CI/CD pipelines using Azure DevOps to reduce the sprint turnaround by 10%. Implemented a multi-cloud comparison and recommendation application to simplify management of Cloud Instances with automated data mining and NLP workflow using Azure functions and Databricks to reduce processing time by 38% and improve the accuracy of recommendations by 20%. Generated interactive Power BI dashboards to visualize key insights achieved by streamlining the reporting process using PySpark and ML algorithms.
Systems Engineer - PWC at Tata Consultancy Services
April 30, 2020 - July 25, 2025Developed automated solutions with Dotnet MVC for theme transfer, request management, and financial statement generation, leveraging SQL and Python to enable advanced data analysis and visualization of results using Power BI. Parsed large volumes of data using Python(NLTK), Regular Expressions, and Aspose APIs, and implemented NLP to optimize data workflows decreasing manual effort by 90%. Collaborated with stakeholders to design an interactive and user-centric website that raised user satisfaction survey scores by 25%.
Software Development Intern at Tata Consultancy Services
April 30, 2019 - July 25, 2025Built ML-based trend prediction tool with domain-specific trend model using Twitter’s Streaming API, NLP for data processing, Azure ML Studio, and PyTorch, to increase client’s social media visibility and anticipate market trends. Orchestrated data pipelines with Azure Functions to mine data periodically and Azure Blob Storage to handle 50,000+ trending tweets weekly.
Summer Intern at Infinite Computer Solution
May 31, 2018 - July 25, 2025Implemented an Android fitness app that inferred user activity from mobile devices and daily calorie intake to deliver personalized ML-based insights for 100+ beta users. Analyzed health risk data using Decision Trees and developed a Python-based recommendation model to advise users on health risks.
Intern Trainee at Virtusa Consulting Services
June 30, 2017 - July 25, 2025Contributed to GST implementation for a major retail bank, by actively supporting the team in processing raw data using SQL for data migration and creating QA test cases (JIRA).
AI Engineer at predictores.ai
May 1, 2025 - PresentEngineered a flexible agent communication framework supporting multi-modal responses and enhanced user interaction. Implemented an intelligent multi-agent prototype using rule-based sequence strategies and LLM planning research to enable context-aware conversations without explicit hardcoding. Developed an AI-powered market intelligence platform leveraging ML, LLM, RAG, MCP, and symbolic AI frameworks, focusing on trust scores to solve complex business challenges.
Scientific research assistant at Fraunhofer ISE
March 31, 2025 - July 25, 2025Developed and fine-tuned transformer-based deep learning models for extracting tabular data from PV Datasheets handling varying layouts and complex tables, boosting accuracy by 15%. Implemented advanced canonicalization algorithms, hyperparameter optimization, retrieval-augmented generation with vector stores, integrating LLMs (GPT-4), and applying NLP for post-processing, reducing data processing time by 40%. Wrote clean modular code with unit tests and containerized using Docker to ensure reproducibility.
Intern - Deep Learning at Fraunhofer ISE
January 31, 2024 - July 25, 2025Trained advanced deep-learning based object detection models for table detection and structure recognition with PyTorch and OpenCV, improving data extraction quality by 12%. Prepared a custom PV dataset by collecting, annotating, and augmenting datasheets, followed by OCR and ML-based post-processing to enable efficient training.
Teaching Assistant - Database and Information Systems at Albert-Ludwigs-Universität Freiburg
March 31, 2023 - July 25, 2025Devised and delivered weekly sessions on SQL programming, relational algebra, and database design, raising average student grades by 15%. Mentored over 50 students on data modeling and query optimization through individualized feedback and hands-on problem-solving.
Systems Engineer - IFS at Tata Consultancy Services
March 31, 2021 - July 25, 2025Led a team of 4 to deploy an automated multi-tier collaboration app using Microsoft PowerApps, Power Automate, Azure, and Power BI, increasing supply chain productivity by 200%. Served as SCRUM master, ensured agile methodologies, and integrated CI/CD pipelines using Azure DevOps to reduce sprint turnaround by 10%. Implemented a multi-cloud comparison and recommendation application with automated data mining and NLP workflows to reduce processing time by 38% and improve recommendation accuracy by 20%. Created interactive Power BI dashboards visualizing key insights using PySpark and ML algorithms.
Systems Engineer - PWC at Tata Consultancy Services
April 30, 2020 - July 25, 2025Developed automated Dotnet MVC solutions for theme transfer, request management, and financial statement generation, leveraging SQL and Python for advanced data analysis and Power BI visualization. Parsed large datasets using Python (NLTK), Regular Expressions, and Aspose APIs, implementing NLP to optimize workflows and reduce manual effort by 90%. Collaborated with stakeholders to design a user-centric website that increased user satisfaction survey scores by 25%.
Software Development Intern at Tata Consultancy Services
April 30, 2019 - July 25, 2025Built ML-based trend prediction tool using Twitter API, NLP data processing, Azure ML Studio, and PyTorch to enhance client social media visibility and anticipate market trends. Orchestrated data pipelines with Azure Functions and Blob Storage to handle 50,000+ trending tweets weekly.
Summer Intern at Infinite Computer Solution
May 31, 2018 - July 25, 2025Implemented an Android fitness app that inferred user activity and calorie intake to deliver personalized ML-based health insights for 100+ beta users. Analyzed health risk data using Decision Trees and developed a Python-based recommendation model.
Intern Trainee at Virtusa Consulting Services
June 30, 2017 - July 25, 2025Supported GST implementation for a major retail bank by processing raw data with SQL for data migration and creating QA test cases using JIRA.
Education
Masters in Computer Science at University of Freiburg
April 1, 2021 - March 31, 2025Bachelors in Computer Science at Vellore Institute of Technology
June 1, 2015 - March 31, 2019Masters in Computer Science at University of Freiburg
April 1, 2021 - March 31, 2025Bachelors in Computer Science at Vellore Institute of Technology
June 1, 2015 - March 31, 2019Qualifications
Microsoft Certified: Azure AI Fundamentals
January 1, 2022 - December 31, 2022Microsoft Certified: Azure AI Engineer Associate
January 1, 2023 - December 31, 2023Microsoft Certified: Azure AI Fundamentals
January 1, 2022 - December 31, 2022Microsoft Certified: Azure AI Engineer Associate
January 1, 2022 - December 31, 2022Industry Experience
Software & Internet, Education, Manufacturing, Energy & Utilities, Professional Services, Financial Services
Skills
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