BEHIND THE WORK

Curiosity.
Then code.

AI/ML Engineer based in Kathmandu. Working at the intersection of applied research and production software.

ABOUT ME

Research-minded engineering.

Bishnu K.C.

AI/ML Engineer building large language model applications, retrieval-augmented generation systems and low-resource language technology. I take models from data preparation and fine-tuning through evaluation, API design and deployment.

Currently completing a Master in Information Technology at Tribhuvan University, researching parameter-efficient fine-tuning for low-resource Nepali speech recognition.

EXPERIENCE

The path so far

Aug 2026 — Present

AI/ML Engineer

Appware Technology · Remote

LLM, RAG and agentic application features in Python; document-processing and retrieval pipelines from chunking and embeddings through grounded responses; REST integration and output-quality evaluation.

2023 — 2024

Software Engineer

KOSMOS Technology Limited · Kathmandu

Backend services and web application features across database, API and client layers. Relational schema design, documented REST APIs, code review, testing and deployment.

2022 — 2023

Software Engineer

SSB Technologies Pvt. Ltd. · Kathmandu

Application modules from requirements to deployment, third-party API integration and Python automation for repetitive data-processing and reporting workflows.

2024 — 2026

Master in Information Technology

Amrit Campus, Tribhuvan University

Research focus on parameter-efficient fine-tuning for low-resource Nepali automatic speech recognition. Machine learning, AI, database and distributed systems.

2017 — 2022

BSc. Computer Information Systems

Apex College, Pokhara University

Foundation in software engineering, databases and systems that underpins the applied ML work.

EXPERTISE

From research to production

01

Generative AI & LLM Applications

Production LLM features — grounded answers, agentic workflows and evaluation loops that keep outputs reliable.

RAG pipelinesEmbeddings & semantic searchPrompt engineeringHallucination mitigationLLM evaluation
02

Machine Learning & NLP

Model training, fine-tuning and evaluation with a focus on multilingual and low-resource Devanagari language tasks.

PyTorch & Hugging FaceLoRA / PEFT fine-tuningWhisper & ASRTransformer architecturesError analysis
03

Engineering & MLOps

The infrastructure around the model — APIs, data pipelines, containers and deployment that make research usable.

Go / Echo & Python servicesNext.js frontendsPostgreSQL & ETLDocker & CI/CDExperiment tracking
CONTACTS

Let's work together

Let's build useful, intelligent digital experiences.
From the first idea to a working product, I bring research and engineering together. Tell me about your project.

EMAILbishnu.kc7864@gmail.com
LOCATIONKathmandu, Nepal // Remote
PHONE+977 9808893810
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