Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am an AI Engineer with a pragmatic, execution-focused approach that balances rapid prototyping with scalable engineering and security best practices. I translate research frameworks into production pipelines across healthcare, document intelligence, and vision-language applications including image analysis and automated quality systems. I am passionate about developing autonomous AI systems with a strong emphasis on robustness, scalability, and real-world impact. I am authorized to work in Germany and available to start immediately.…I am an AI Engineer with a pragmatic, execution-focused approach that balances rapid prototyping with scalable engineering and security best practices. I translate research frameworks into production pipelines across healthcare, document intelligence, and vision-language applications including image analysis and automated quality systems. I am passionate about developing autonomous AI systems with a strong emphasis on robustness, scalability, and real-world impact. I am authorized to work in Germany and available to start immediately.

Lavanya Govindaraju

AI Engineer, Data Scientist, Full Stack Developer, +1





I am an AI Engineer with a pragmatic, execution-focused approach that balances rapid prototyping with scalable engineering and security best practices. I translate research frameworks into production pipelines across healthcare, document intelligence, and vision-language applications including image analysis and automated quality systems. I am passionate about developing autonomous AI systems with a strong emphasis on robustness, scalability, and real-world impact. I am authorized to work in Germany and available to start immediately.…I am an AI Engineer with a pragmatic, execution-focused approach that balances rapid prototyping with scalable engineering and security best practices. I translate research frameworks into production pipelines across healthcare, document intelligence, and vision-language applications including image analysis and automated quality systems. I am passionate about developing autonomous AI systems with a strong emphasis on robustness, scalability, and real-world impact. I am authorized to work in Germany and available to start immediately.

Available to hire

I am an AI Engineer with a pragmatic, execution-focused approach that balances rapid prototyping with scalable engineering and security best practices. I translate research frameworks into production pipelines across healthcare, document intelligence, and vision-language applications including image analysis and automated quality systems.

I am passionate about developing autonomous AI systems with a strong emphasis on robustness, scalability, and real-world impact. I am authorized to work in Germany and available to start immediately.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

German

Beginner

Work Experience

AI Engineer at Stealth FemTech Startup

April 1, 2025 - Present

Architected AI system for women's health prediction combining LSTM-based time-series forecasting on synthetic dataset across 6 biomarkers with LLM-powered conversational interface and semantic RAG pipeline. Built end-to-end MVP with FastAPI backend, TypeScript frontend, and Weaviate vector database, implementing structured prompt engineering, multi-step agent workflows with LangChain, and Langfuse for continuous evaluation. Developed agent orchestration system coordinating prediction generation, knowledge retrieval, safety validation, and response synthesis, establishing modular architecture designed for future microservices scaling and regulatory compliance.

LLM Subject Matter Expert (Remote, Part-time) at Certiport, Pearson VUE

May 1, 2025 - December 1, 2025

Developed 30+ psychometrically validated assessment items for professional LLM certification, covering advanced topics including parameter-efficient fine-tuning methodologies (LoRA, QLoRA), RLHF, and DPO. Conducted technical validation and peer review processes to ensure assessment alignment with production LLM workflows, encompassing deployment constraints, evaluation frameworks, benchmarking methodologies, and safety considerations.

AI Research Assistant at German Research Centre for AI (DFKI GmbH)

August 1, 2023 - March 1, 2025

Developed intelligent photo system with chat-based UI integrating vision-language models and LLM-based refinement through RAG architecture, achieving 43% caption quality improvement validated through user study across 1,000 images with 10 participants. Designed hybrid retrieval pipeline using LangChain, combining FAISS-indexed semantic search with GPT-4 and Llama contextual generation, implementing production Flask REST APIs with JavaScript frontend, Docker containerization, and CI/CD automation.

Data Science Intern at Freudenberg Group

April 1, 2023 - July 1, 2023

Engineered ML-based OCR pipeline for structured field extraction from customer invoices and product labels, achieving 92% field-level accuracy validated across 3,000 operational documents in production environment. Designed Azure ETL architecture utilizing Databricks and Blob Storage for automated data ingestion and preprocessing, deploying containerized inference services integrated into enterprise workflows for repeatable release cycles.

Research Assistant at ZeMA GmbH

March 1, 2022 - August 1, 2022

Curated and annotated 800+ training images in Label Studio for multi-class object detection in robotic bin-picking. Developed PyTorch-based YOLOv4 pipeline for detecting densely packed industrial components (screws, bolts, nuts), achieving 85% mAP and optimizing for real-time robotic manipulation.

Software Developer at DXC Technology

October 1, 2018 - January 1, 2020

Developed Spring Boot REST APIs and optimized the service layer, reducing the mean API latency by 40% through asynchronous processing and routing improvements. Optimized SQL queries and indexing, reducing mean execution time by 50% in production databases. Built ReactJS front-end and collaborated in Agile teams to deliver features and maintain release cadence.