Aashutosh
Pantha
Full Stack Engineer · AI Systems Builder · Workflow Automation
Building multilingual AI systems, scalable backends, modern frontend experiences , and automation tools from Kathmandu, Nepal. Focused on creating real world AI solutions that improve how businesses operate, communicate, and make decisions. Constantly exploring new ideas in AI, software, and digital products with a Batman mentality of discipline, consistency, and always figuring things out.
About me
Engineering AI systems
from Kathmandu
I'm a Full Stack AI Engineer with a strong focus on software development and AI engineering. I enjoy building practical AI projects and real world solutions, including AI, backend, and frontend systems for large scale organizations and enterprise environments.
My main interests are in building real working AI solutions, backend systems, workflow automation, and scalable applications that solve real problems. I enjoy working on multilingual RAG systems, CPU optimized ASR pipelines, AI agents, and automation workflows that can improve efficiency for businesses and clients.
I recently completed my B.Sc. CSIT from Tribhuvan University and am currently exploring remote AI and Full Stack engineering opportunities. Outside of tech, I'm interested in Batman, music, hacking, and learning about passive income ideas.
Technical skills
Experience
Where I've built things
AI Engineer
- ◆Designed CPU-only hybrid ASR pipelines for English and Nepali using WebRTC VAD + quantized Whisper for near-real-time transcription on low-resource hardware.
- ◆Built end-to-end RAG systems with FAISS and Pinecone, enabling semantic document search and context-aware LLM responses across multilingual corpora.
- ◆Fine-tuned OCR models on Nepali and English documents — full ML lifecycle: dataset curation, preprocessing, training, and evaluation benchmarking.
- ◆Developed TensorFlow CNN barcode recognition pipelines optimized for real-world imaging conditions.
- ◆Experimented with HuggingFace Transformers (PyTorch) for NLP and multimodal tasks, focusing on inference optimization and reproducibility.
- ◆Documented all AI pipelines, model assumptions, and performance trade-offs for production maintainability.
Projects
Things I've shipped
Hybrid Multilingual ASR Pipeline
One Window Pvt. Ltd
CPU-only real-time ASR system supporting English and Nepali with automatic language identification, WebRTC voice activity detection, and quantized Whisper inference. Designed for deployment on resource-constrained hardware.
Python · Whisper · WebRTC VAD · FastText · whisper.cpp
RAG System – Semantic Doc Search
One Window Pvt. Ltd
End-to-end Retrieval-Augmented Generation pipeline with vector embeddings, semantic chunking, and context-aware LLM response generation for multilingual document corpora.
Python · FAISS · Pinecone · ChromaDB · LLM APIs
OCR Fine-Tuning Pipeline
One Window Pvt. Ltd
Fine-tuned OCR models on curated Nepali and English document datasets. Handled the full ML lifecycle: dataset curation, augmentation, training, and evaluation benchmarking.
Python · PyTorch · HuggingFace Transformers
Barcode Recognition System
One Window Pvt. Ltd
CNN-based barcode detection and classification pipeline trained to handle real-world imaging conditions including rotation, blur, and variable lighting.
Python · TensorFlow · CNNs
Duty Chart Management System
Nepal Telecom
Full-stack scheduling system supporting 200+ NTC employees. DRF backend with JWT auth, React frontend for dynamic scheduling with real-time updates via DRF APIs.
Django REST · React.js · PostgreSQL · Swagger · JWT
Intern Management System
Nepal Telecom
Internal tool for tracking intern assignments, performance evaluations, and automated reporting across NTC departments. Full REST API with Swagger documentation.
Django REST · React.js · PostgreSQL · Swagger
Quantum Canvas
Personal
Digital art eCommerce platform with minimalist animated UI/UX built on structured MVC design. Automated Azure deployment pipeline for continuous delivery.
ASP.NET Core MVC · Razor Views · Azure CI/CD
Blazed Cosmos
Personal
Print-on-demand store with modern frontend animations and Azure-hosted backend. CI/CD integration reduced deployment time significantly.
ASP.NET Core MVC · React.js · Azure
E-Commerce Cart System
Personal
Secure shopping cart with role-based access, product management, and checkout flows. Deployed via Azure App Services with GitHub Actions CI/CD.
ASP.NET Core MVC · EF Core · Razor Pages · Azure
AI assistant
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Contact
Let's work together
Open to remote roles, freelance AI projects, and interesting collaborations. Drop a message or reach out directly.