Sakchyam Thapa

 

Transforming complex problems into intelligent AI-powered solutions

Python FastAPI Machine Learning Computer Vision RAG Systems .NET

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01. About Me

Profile Picture

AI Developer & Backend Specialist

Currently working on cutting-edge AI & Machine Learning projects including regression models, prediction systems, and RAG-based AI chatbots using FastAPI, Pinecone & transformer embeddings.

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Currently Building

Backend systems with FastAPI, PostgreSQL, JWT authentication & web scraping systems using Playwright

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Open to Collaborate

AI/ML & Computer Vision projects, Backend APIs (FastAPI, Flask, .NET), Open-source RAG & automation tools

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Currently Learning

Advanced ML optimization, Computer Vision real-time detection, Cloud deployment (AWS EC2)

Fun Fact

I love turning real-world problems into AI-powered systems 🚀

02. Technical Skills

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AI & Machine Learning

Building intelligent prediction systems and regression models

  • Python (OOP)
  • Data Preprocessing
  • Feature Engineering
  • Model Evaluation
  • Scikit-Learn, Pandas, NumPy
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Computer Vision

Real-time video processing and object detection systems

  • OpenCV
  • Real-time Processing
  • HSV Color Segmentation
  • Contour Detection
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RAG Systems

Retrieval-Augmented Generation with vector databases

  • Pinecone
  • Transformer Embeddings
  • Similarity Search
  • Document Chunking

Backend Development

Scalable APIs with authentication and database management

  • FastAPI / Flask
  • .NET Web API
  • PostgreSQL / SQL Server
  • JWT Authentication
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Web Scraping

Async scraping with concurrency and change detection

  • Playwright (Async)
  • asyncio, Semaphore
  • Change Detection
  • Concurrent Processing
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DevOps & Cloud

Deployment and version control

  • Git / GitLab
  • AWS EC2
  • Docker
  • CI/CD

03. Featured Projects

Showcasing innovative solutions across AI, ML, Computer Vision, and Backend Development

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AI & ML Projects

5+ Projects

  • Bike Rental Prediction
  • House Price Estimation
  • Car Price Prediction
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RAG & AI Chatbots

2+ Projects

  • RAG-Based Chatbot
  • Vector Search Systems
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Backend Systems

6+ Projects

  • Task Management APIs
  • E-Commerce Platforms
  • Inventory Systems
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Computer Vision

2+ Projects

  • Flame Detection System
  • AI Parking System
View All Projects

04. Get In Touch

Let's Build Something Amazing Together

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

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Shantinagar, Kathmandu, Nepal

📄 Download CV