Open to opportunities

Akash Linganwar

@akashlinganwar

Message

I build RAG-powered AI applications and predictive machine learning models.

India

Message

What I'm looking for

I'm looking to build AI-powered and data-driven solutions that solve complex business problems, improve operational efficiency, and apply RAG, LLMs, machine learning, and predictive analytics to real-world use cases.

At Valtech India Technology Solutions, I built an AI-powered Loan FAQ chatbot using Retrieval-Augmented Generation, OpenAI LLMs, LangChain, Hugging Face Embeddings, and FAISS. I created its knowledge base from loan FAQs, policies, terms and conditions, and customer support documents to generate context-aware responses.

I've also developed a loan approval prediction model using Logistic Regression and applicant demographic, repayment, CIBIL, financial, and credit-history data. My work spans Python, SQL, NLP, machine learning, predictive analytics, business intelligence dashboards, and Generative AI solutions that improve operational decision-making.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Valtech India Technology Solutions Pvt. Ltd.

Jun 2023 - Mar 2026 (2 years 9 months)

Developed an AI-powered Loan FAQ Chatbot using RAG architecture and built a customer loan default prediction model. Improved answer accuracy by combining retrieved business context with LLM-generated responses.