Subash Pandey
@subashpandey
AI/ML Engineer | MSc Data Science
What I'm looking for
I’m an AI/ML engineer from Nepal with a deep interest in Generative AI, LLMs, and applied machine learning. My experience spans research, development, and integration of AI into real-world applications — including chatbot systems, automation tools, and data-driven solutions. I thrive on clear thinking, continuous learning, and turning abstract ideas into working AI features.
I’ve worked across fully remote teams, led AI projects from planning to deployment, and contributed to building scalable solutions with tools like Python, FastAPI, Docker, AWS/GCP, LangGraph, Langfuse, and more. I care about clean code, thoughtful design, and building AI responsibly.
Experience
Work history, roles, and key accomplishments
Led development and deployment of a GenAI sales chatbot integrated with Zoho CRM and maintained the AI service layer for an interviewer platform, improving grounding, response reliability, and evaluation pipelines for RAG and chatbot performance.
AI/ML Team Lead
Peace Nepal Dot Com
Jul 2024 - Oct 2024 (3 months)
Designed and developed domain-specific chatbots for banking, travel, and customer support using RAG and multi-agent frameworks, integrated knowledge sources and databases, and deployed interactive web chat applications while managing projects and optimising model accuracy and performance.
AI/ML Engineer
icebrkr
Mar 2024 - Jun 2024 (3 months)
Engineer real-world AI solutions using machine learning.
Build scalable ML models for data analysis and automation.
Optimise and deploy models for production in cloud environments.
Collaborate with cross-functional teams (data science, engineering) to deliver impact.
Proactively learn and apply cutting-edge AI/ML or frameworks and tools ( HuggingFace, PyTorch, AWS).
React Developer
Imark Pvt. Limited
Developed a full stack web application using modern technologies such as React, Node.js, Express, and MongoDB. Implemented Redux for State Management as well.
Data Analyst and Technical Writer
Conteno Lab Pvt. Limited
Developed a data visualization dashboard for non-technical users, wrote technical documents, utilized data visualization techniques to uncover insights.
Computer Science Tutor
Budhanilkantha Education Services
Tutored fellow students in Computer science, resulting in all tutored students passing their A-levels Computer Science examination.
Education
Degrees, certifications, and relevant coursework
University of Exeter
Master of Science, Data Science
2022 - 2023
Grade: Merit
Activities and societies: Coursework in Statistical Data Modelling, Fundamentals of Data Science, Stochastic Processes, Machine Learning, Learning from Data, Social Networks and Text Analysis, Introduction to Data Science;; thesis: Machine Learning the Steam Video Game Database.
Master of Science in Data Science covering statistics, machine learning, social network analysis, and data science applications; thesis on machine learning applied to the Steam video game database.
London Metropolitan University
Bachelor of Science (Honors), Computing
2019 - 2021
Grade: 2:1
Activities and societies: Main subjects included computer science fundamentals, software development, database management (MySQL), networking, cloud and IoT; occupational skills gained in Python and Java programming, software development lifecycle, project management, and professional ethics.
Completed a Bachelor of Science (Honors) in Computing with coursework and a final-year project developing 'Floki', an eCommerce web application.
Availability
Location
Authorized to work in
Salary expectations
Social media
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