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Software Engineer (AI / ML & Backend)

Software Engineer specializing in Backend Infrastructure and Applied AI. Focused on building high-performance microservices and deploying production-ready RAG pipelines.

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01. About Me

I am a Software Engineer with a strong focus on AI/ML and Backend Systems.

Based in Kathmandu, Nepal, I have experience working with Go, Python, and building RAG pipelines. My work involves designing scalable APIs, fine-tuning LLMs for specific domains, and orchestrating complex AI workflows for production environments.

Whether it's optimizing speech-to-text models for low-resource languages or architecting cloud-native solutions, I thrive on solving difficult technical challenges at the intersection of data and engineering.

Backend Engineering

Go, Python (FastAPI/Django), REST APIs, Microservices

AI / ML Pipelines

PyTorch, LangChain, RAG, Transformers, Vector DBs

Infrastructure

Docker, AWS, GCP, CI/CD, Linux

02. Experience

My professional journey in software engineering.

L1 Software Engineer (AI/ML)

Dec 2025 – Present

Vivasoft Nepal

Extended backend services using Go and Python. Fine-tuned Speech-to-Text (STT) models for low-resource languages. Built and optimized RAG pipelines with vector search technology. Deployed applications via CI/CD pipelines.

Associate Software Engineer (AI/ML)

Jul 2025 – Dec 2025

Vivasoft Nepal

Contributed to backend architecture and AI model integration. Worked on optimization of STT models and initial implementation of RAG systems.

Backend/AI Developer Intern

Jun 2025 – Jul 2025

Uniseek Education Services

Developed AI agent learning tools using Python. Optimized system architecture using Cloudflare workers and services. Built robust RESTful APIs using Django framework.

Managing Editor

Jul 2024 – Mar 2025

The Zerone (Tribhuvan University)

Led the editorial team for the technical magazine. Managed logistics, budgeting, and team coordination for publication releases.

03. Technical Arsenal

Tools and technologies I work with.

Programming Languages

PythonC/C++GoSQLJavaScriptBash/Shell

AI & Machine Learning

PyTorchLangChainTransformers (Hugging Face)RAGLLM OrchestrationScikit-learn

Data & Databases

PandasNumPySnowflakeNeo4jQdrantPostgreSQLRedis

DevOps & Cloud

AWSGCPDockerNGINXGitLinux

Web Development

FastAPIDjangoReactNext.jsTailwind CSS

04. Featured Projects

Highlights of my technical work.

VivaDai — Memory Management Chat System

Designed an organizational memory platform featuring real-time Speech-to-Speech (STS) pipelines with FastRTC. Architected a RAG system combining Neo4j Knowledge Graphs and Qdrant Vector Search for high-precision institutional knowledge retrieval.

PythonFastAPIFastRTCGemini APINeo4jQdrantAWS

Kothon Analytics Dashboard

Re-architected and maintained a scalable microservices backend. Managed end-to-end deployment on GCP and implemented complex business logic for tracking telecom metrics (churn risk, engagement) derived from AI voice interactions.

GoPythonGCPGemini APITaiga

Aakashwani & Dogmatix Platform

Engineered a full-stack AI telephony platform bridging traditional PBX (Asterisk) with Gemini LLM via WebSockets for low-latency voice conversations. Orchestrated the complete call lifecycle and admin dashboard.

PythonFastAPIJinja2AsteriskWebSocketsGemini API

AI-based Vocal Isolation

Isolating vocals from musical tracks using Convolutional Neural Networks. Fine-tuned an AI model in TensorFlow and handled large audio datasets using Librosa for signal processing.

PythonTensorFlowLibrosaCNNs

Bayesian Network Weather Prediction

Built a weather predictor based on Bayesian Networks. Analyzed probabilistic dependencies between weather variables using Kaggle datasets to make historical data-driven predictions.

PythonKaggleProbabilistic Models

Baghchal — Traditional Strategy Game

Engineered a digital adaptation of the traditional Nepalese board game (Tigers vs. Goats). Implemented complex asymmetric game logic, move validation, and state management using robust C++ architecture.

C++Object-Oriented ProgrammingGame Algorithms

05. Get In Touch

Currently looking for new opportunities. Whether you have a question or just want to say hi, I'll try my best to get back to you!

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Connect with me

Feel free to reach out via email or connect on social media. I am always open to discussing new projects, creative ideas or engineering challenges.