Inkita Agrawal
Data Scientist | ML & AI Engineer| Generative AI | LLMs, RAG, NLP, Computer Vision, LangChain | Cloud & MLOps | Python
- Role
- Data Scientist at Imentus Technologies Private
- Location
- Indore, MP, IN
- LinkedIn followers
- 500 followers
Experience
Data Scientist
Feb 2025 — Present · Indore, IN
Designed and implemented Generative AI and Large Language Model (LLM) solutions, applying Prompt Engineering, Retrieval-Augmented Generation (RAG), and LangChain to build reliable, context-aware AI systems.• Integrated LLMs such as LLaMA and Gemini with vector databases including Pinecone and Weaviate, enabling efficient semantic search, contextual retrieval, and intelligent AI agent workflows with tool calling.• Developed AI agents capable of orchestrating multi-step tasks, combining natural language understanding, API-based tool invocation, and robust validation logic to ensure accurate and safe execution.• Built and optimized machine learning and deep learning models across NLP, Computer Vision, and time series forecasting domains, leveraging architectures such as CNNs, RNNs, and LSTMs with strong feature engineering practices.• Performed model evaluation and optimization using appropriate metrics and validation strategies, continuously improving model accuracy, reliability, and production performance.
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