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

Hi, I'm Bikram Karki, an AI/ML Engineer specializing in NLP and AI optimization with 2.5+ years of experience building production-grade AI systems. I design multi-agent RAG systems with security guardrails, context-aware chatbots with post-conversation analytics, and LLM evaluation frameworks. I also automate tasks using LangGraph to streamline traditional API calls. I'm proficient in prompt engineering across NLP projects, including low-resource language processing and computer vision. I have authored two peer-reviewed publications on machine learning optimization and low-resource language processing, and I enjoy mentoring, writing, and public speaking.…Hi, I'm Bikram Karki, an AI/ML Engineer specializing in NLP and AI optimization with 2.5+ years of experience building production-grade AI systems. I design multi-agent RAG systems with security guardrails, context-aware chatbots with post-conversation analytics, and LLM evaluation frameworks. I also automate tasks using LangGraph to streamline traditional API calls. I'm proficient in prompt engineering across NLP projects, including low-resource language processing and computer vision. I have authored two peer-reviewed publications on machine learning optimization and low-resource language processing, and I enjoy mentoring, writing, and public speaking.

Bikram Karki





Hi, I'm Bikram Karki, an AI/ML Engineer specializing in NLP and AI optimization with 2.5+ years of experience building production-grade AI systems. I design multi-agent RAG systems with security guardrails, context-aware chatbots with post-conversation analytics, and LLM evaluation frameworks. I also automate tasks using LangGraph to streamline traditional API calls. I'm proficient in prompt engineering across NLP projects, including low-resource language processing and computer vision. I have authored two peer-reviewed publications on machine learning optimization and low-resource language processing, and I enjoy mentoring, writing, and public speaking.…Hi, I'm Bikram Karki, an AI/ML Engineer specializing in NLP and AI optimization with 2.5+ years of experience building production-grade AI systems. I design multi-agent RAG systems with security guardrails, context-aware chatbots with post-conversation analytics, and LLM evaluation frameworks. I also automate tasks using LangGraph to streamline traditional API calls. I'm proficient in prompt engineering across NLP projects, including low-resource language processing and computer vision. I have authored two peer-reviewed publications on machine learning optimization and low-resource language processing, and I enjoy mentoring, writing, and public speaking.

Available to hire

Hi, I’m Bikram Karki, an AI/ML Engineer specializing in NLP and AI optimization with 2.5+ years of experience building production-grade AI systems. I design multi-agent RAG systems with security guardrails, context-aware chatbots with post-conversation analytics, and LLM evaluation frameworks. I also automate tasks using LangGraph to streamline traditional API calls.

I’m proficient in prompt engineering across NLP projects, including low-resource language processing and computer vision. I have authored two peer-reviewed publications on machine learning optimization and low-resource language processing, and I enjoy mentoring, writing, and public speaking.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

AI Automation Engineer at Zeta Labs

June 1, 2024 - Present

Developed mail automation for CRM based on the likelihood of customer retention; used different prompt techniques, enabling seamless stage transitions and accurate messaging with a RAG system. Led MCP for task automation to automatically perform REST API calls based on user-specified actions using low-resource methods. Applied a RAG-based system in an HR management context. Configured and deployed a local Ollama-based automation system on a local server.

Associate AI Engineer at Amnil Technology Pvt. Ltd

June 1, 2025 - October 17, 2025

Developed RAG-based systems to minimize hallucinations from vector-based RAG. Built agent-based systems for image processing, graph data, and SQL databases. Implemented chatbot applications with PCA and KB insights for Smart Axiata (Ncell). Hosted and optimized LLM inference using vLLM for DevNagarik understanding.

ML Engineer and PM at Nepatronix

November 1, 2024 - October 17, 2025

Supervised AI/ML research on low-resource language processing; conducted computer vision for plant disease detection; developed hand gesture-based signed language detection and recognition; built lightweight FastAPI and Flask APIs for model deployment; led project management and coordinated with stakeholders worldwide to deliver cutting-edge solutions including computer vision.

AI Researcher at Freelancer / Upwork

March 1, 2024 - October 17, 2025

Explored multi-modal capabilities on the Hugging Face platform; developed naive apps using HF models for various use cases; performed model tracking and testing to achieve better results; developed APIs for audio and text embeddings using Open models; led projects end-to-end and maintained direct client communication for SRS and timely delivery.