Tecnep | Elite IT Services & AI Architecture Consulting Nepal

Consulting Specialties

End-To-End Engineering Services

From initial design to dynamic global deployment, we build next-generation software systems backed by rigorous, deterministic architecture patterns.

Full-Stack Application Development

Web, Mobile & Desktop cross-platform excellence

We build blistering fast, pixel-perfect, and ultra-reliable software customized to modern enterprise operations. By adhering to clean, type-safe architecture patterns, our applications require minimal maintenance and scale out dynamically.

Web Excellence

Dynamic React, Next.js, and TypeScript applications leveraging performant edge caching, zero-layout-shift UI, and high accessibility metrics.

Cross-Platform Mobile

Single-codebase deployments using Flutter and React Native. Fully native execution rendering at continuous 120Hz refresh rates.

High-End Desktop Clients

Performant desktop tooling (Electron/Rust/Tauri) configured for absolute security, native hardware API access, and offline capability.

Clean API Topologies

Type-safe APIs utilizing REST, GraphQL, or gRPC with full automated OpenAPI documentation layers and continuous contract validation.

Python / Django React / NextJS TypeScript Flutter Tauri / Rust GraphQL / gRPC

Agentic AI Integration

Autonomous multi-agent orchestration networks

We design and deploy state-of-the-art multi-agent systems where custom AI agents collaborate autonomously, complete structured workflows, make tool calls, and optimize complex operational loops with verified human-in-the-loop safeguards.

Multi-Agent Frameworks

Production execution utilizing LangGraph, AutoGen, and CrewAI frameworks to handle stateful multi-actor communication diagrams.

Custom Tool Integrations

Interfacing autonomous agents directly with proprietary APIs, legacy database backends, CRM tools, and real-time execution sandboxes.

Deterministic Safeguards

Strict structural boundaries built via JSON schema validation, Pydantic layers, and real-time prompt-injection filters.

Cost & Token Tracking

Dynamic token monitoring and prompt caching pipelines to reduce LLM API latencies and operational expenditures by up to 60%.

LangGraph AutoGen / CrewAI Pydantic Guardrails Python / Asyncio LlamaIndex

LLM fine-tuning & RAG architectures

Enterprise intelligence built on private knowledge bases

Keep your data completely private and context-rich. We engineer high-accuracy retrieval-augmented generation (RAG) models, custom embedding pipelines, and specialized fine-tuned open weights models tailored to specialized enterprise domains.

Advanced Hybrid RAG

Combining dense vector searches (Qdrant/Milvus) with sparse keyword queries (BM25) and dynamic cross-encoders for 95%+ retrieval accuracy.

Open weights Fine-tuning

Domain adaptation on Llama-3, Mistral, and Phi architectures using PEFT, LoRA, and QLoRA on secure, local GPU hardware rigs.

Semantic Chunking

Document ingestion utilizing intelligent semantic chunking and layout parsing (PDF, tables, forms) for contextual data preservation.

Self-Correcting Ingestion

Dynamic correction routines where downstream LLMs validate context quality and automatically flag corrupted source files.

Llama-3 / Mistral Qdrant / Milvus LoRA / PEFT HuggingFace BM25 / Hybrid Search

Data Systems & Elastic Scaling

High-throughput pipelines and cost-efficient cloud topologies

We engineer scalable infrastructure designed to process hundreds of millions of events, handle spikes seamlessly, and keep cloud costs linear. Our topologies rely on open standards and infrastructure-as-code to prevent vendor lock-in.

Real-time Data Pipelines

Stream ingest architectures utilizing Apache Kafka, Spark, and Redpanda with custom streaming metrics and guaranteed delivery SLAs.

Kubernetes & Multi-Cloud

Highly available, auto-scaling Kubernetes (EKS/GKE) deployments with native service meshes (Istio) and secure private networking.

SQL & NoSQL Performance

Database tuning (PostgreSQL, ClickHouse, Cassandra), advanced query index strategies, connection-pooling configs, and sharding layouts.

Infrastructure as Code

Complete environment automation utilizing Terraform and Ansible, assuring exact reproducible testing and staging environments.

Apache Kafka / Spark Kubernetes / EKS ClickHouse / PostgreSQL Terraform AWS / GCP

Systems In Production

Our Engineering Portfolio

Bespoke software systems, autonomous Agentic workflows, and high-performance computation platforms built for enterprise-grade execution.

Agentic AI with Copilot in Cyber Security Dashboard

Agentic AI & Threat Intelligence

Agentic AI Copilot for Malware Analysis

A sophisticated static and dynamic malware scanner equipped with an autonomous Analyst Copilot. It automates file parsing, threat level grading, and key IOC classification, lowering analysis overhead by 80% with real-time confidence scores.

LangGraph Triton Inference ClickHouse LLM Orchestration

Computer Vision & Deep Learning

Everest-NEP v3.1 Nepali OCR Engine

An elite, proprietary Devanagari character recognition engine. Built for automated scanning of national documents, IDs, and certificates. Utilizes customized bounding matrix grids and high-accuracy text extraction under uneven illumination.

PP-OCRv5 PyTorch CUDA Acceleration Devanagari NLP

Cybersecurity Vulnerability Assessment Dashboard

Security Orchestration

Aether Shield Security Assessment

A real-time network traffic vulnerability and threat detection dashboard. Monitors connected nodes, identifies anomalous packets, detects live scans, and computes overall server health index using low-overhead event-driven monitoring.

eBPF Wazuh SDK FastAPI Redpanda

Quantitative AI Systems

Orion AI Automated Quant Trading Bot

An ultra-low latency algorithmic trading platform powered by machine learning predictive models. Features automated candle analysis, real-time volume bar evaluations, and high-frequency order book tracking with 91%+ predictive confidence metrics.

TensorFlow Redis Pub/Sub WebSockets Pandas / NumPy

Client Endorsements

What Our Partners Say

Discover how Tecnep transforms business goals into high-scale platforms and automated Agentic workflows.

"Tecnep completely re-architected our legacy document extraction pipelines. By designing a highly-concurrent distributed worker system, they slashed our processing overhead by 75% and enabled us to handle millions of files daily with zero lag. Absolute engineering masterclass."

Ashok Gaire

Senior Software Engineer, SecondWrite Inc.

Scalable Systems

"Implementing multi-agent workflows was a major hurdle until we partnered with Tecnep. Their implementation of LangGraph orchestration and deterministic JSON guardrails gave our autonomous AI agents the reliability needed for enterprise deployment. Incredible technical depth."

Suman Giri

Lead Architect, TechMonkeys

Agentic AI

"The consulting work provided by Tecnep was game-changing for our logistics platform. They mapped our complex physical workflows into an elegant, event-driven automated architecture, cutting human oversight time by 60% while increasing delivery dispatch throughput."

Rohan Thapa

Director of Operations, GurkhaNepal

Automation

"Tecnep's cloud scaling advisory was pristine. They helped us scale out our real-time blockchain analytics engine to process over 150,000 events per second. Their ClickHouse and Redpanda partition topology is robust, cost-effective, and rock-solid under immense stress."

Alistair Vance

Chief Technology Officer, BlockBot UK

Consultation

Intelligent Systems. Unrivaled Scale.