Dushyant Nagar
ML Engineer at Humanli.Ai | Machine Learning | Deep Learning | LLMs | GenAI | Langchain | LangGraph | Agent | RAG | Fine Tuning
- Role
- Machine Learning Engineer at Humanli.Ai
- Location
- Jaipur, RJ, IN
- LinkedIn followers
- 500 followers
About Dushyant Nagar
As an AI/ML Engineer at Humanli.ai, I use cutting-edge GenAI frameworks to extract useful…
Experience
Machine Learning Engineer
Apr 2024 — Present · Jaipur, IN
Developed and implemented a Retrieval-Augmented Generation (RAG) to Agentic RAG system, achieving 20% improved answer accuracy.2. Developed a multimodal embedding system that combines text, images, and tables, increasing accuracy by 15%.3. Developed a vector database using HNSW index from a simple index, improving answer retrieval speed by 2x.4. Developed robust agents and toolkits from scratch using Python and engineered prompts for LLMs.5. Deployed deep learning models on GCP, utilizing Docker, virtual machines (VMs), load balancers, and GPUs for optimized performance and scalability.6. Applied LLMs to extract valuable insights, providing innovative solutions for diverse business challenges.7. Utilized leading GenAI frameworks such as Langchain, LangGraph, LlamaIndex, and RAG.
Education
Government Engineering College Bikaner
Bachelor of Engineering -B.Tech, Artificial Intelligence & Data science
2021 — 2024
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