Open to opportunities

Amrutha Thalla

@amruthathalla

Message

Generative AI and data analyst building RAG and agentic systems that reduce hallucinations.

Zimbabwe

Message

What I'm looking for

I’m looking for a role where I can build end-to-end GenAI systems—RAG and agentic AI with solid evaluation—plus real analytics dashboards. I want to ship ML models into deployable apps with clean APIs and practical, user-first interfaces.

I’m a Generative AI practitioner and data analyst with a Master’s in Information Systems, focused on retrieval-augmented generation, LLM fine-tuning, and agentic AI applications. I’ve built and shipped RAG pipelines and ML-powered analytics tools grounded across the data lifecycle—from wrangling and EDA to model evaluation and deployment.

I’m comfortable developing end-to-end GenAI workflows using Python, SQL, LangChain, and the OpenAI/Gemini APIs, while paying close attention to what information models rely on. My projects emphasize retrieval strategy design (chunking, overlap, top-k search) and constraining generation to retrieved context to reduce hallucination, with source citations in a user-facing UI.

Beyond GenAI, I build practical, decision-ready analytics—like healthcare insurance cost analysis with interactive dashboards—and I back it up with supervised ML modeling and careful validation. I’m currently working as a Full Stack Data Science & Gen AI Trainee, strengthening both backend modeling and frontend interfaces (e.g., Streamlit) toward full deployment on cloud platforms.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Data Science & Gen AI Trainee

Current

Naresh i Technologies

Dec 2025 - Present (7 months)

Perform end-to-end data analysis and EDA in Python, building and evaluating supervised ML models for classification and regression. Develop Gen AI applications using LLMs with LangChain and RAG pipelines, and create Streamlit frontends for ML models.

Python Pandas NumPy Matplotlib SeaBorn Classification regression scikit learn XGBoost LightGBM TensorFlow SQL Git OpenAI API Gemini API Ollama LLMs (LangChain RAG Semantic Search Embeddings Streamlit NLP

Software Engineer

Cortracker Inc

Feb 2025 - Nov 2025 (9 months)

Designed and optimized SQL queries and stored procedures to improve HR and CRM report generation performance. Built REST APIs and internal KPI dashboards, collaborating with product and operations teams to deliver analytics solutions.