Selected work
Systems that extract, reason, and automate.
Scroll to move through projects — each one a build that shipped.
- 012025
Automated Data Extraction System
Email-driven pipelines that turn PDFs, links, and messages into structured data.
FastAPIReactPlaywright - 022025
CricChat — Cricket Chatbot
Agentic RAG chatbot for cricket rules and live-adjacent queries.
LangGraphRAGChromaDB - 032025
RPA at Social Security Fund
Robotic process automation for SSF workflows—repeatable, auditable, production-minded.
RPAPlaywrightSelenium - 042024
Bank Customer Churn Prediction
ML model to flag customers at risk of leaving—preprocessing to evaluation.
PythonScikit-learnPandas - 052023
Line Following Waiter Robot
Arduino robot that follows a path and serves—hardware meets software.
ArduinoIoTRobotics
Selected work
Systems that extract, reason, and automate.
A focused set of AI, RPA, ML, and robotics builds.
- 01
Automated Data Extraction System
2025Email-driven pipelines that turn PDFs, links, and messages into structured data.
FastAPIReactPlaywrightCelery - 02
CricChat — Cricket Chatbot
2025Agentic RAG chatbot for cricket rules and live-adjacent queries.
LangGraphRAGChromaDBLLMs - 03
RPA at Social Security Fund
2025Robotic process automation for SSF workflows—repeatable, auditable, production-minded.
RPAPlaywrightSeleniumDjango - 04
Bank Customer Churn Prediction
2024ML model to flag customers at risk of leaving—preprocessing to evaluation.
PythonScikit-learnPandasML - 05
Line Following Waiter Robot
2023Arduino robot that follows a path and serves—hardware meets software.
ArduinoIoTRobotics
About
From robotics labs to RAG in production.
Software Developer at Bitskraft working with FastAPI, React, and Playwright—plus RPA at Social Security Fund and a Data Science background. Currently studying BSc (Hons) in Computer and Data Science at Sunway College.
Sunway College · March 2023 – Present
Software Developer
NowBitskraft Pvt. Ltd. · March 2025 – Present
- Building production services and features with FastAPI.
- Shipping React frontends for internal and client-facing workflows.
- Automating browser flows and regression checks with Playwright.
- Integrated email automation and document pipelines using Unstract.
RPA Developer
NowSocial Security Fund (SSF) · Recent
- Automating operational workflows with production-minded RPA.
- Browser and system automation with Playwright and Selenium.
- Backend capability across Django and FastAPI for service integration.
Supervisor
Intelligent Image Management (IIMI) · March 2023 – January 2024
- Led data entry operators for accuracy and throughput.
- Ran quality control for data integrity under tight deadlines.
- Scheduled teams, delegated work, and trained members.
Research Intern
Brainycube Research Organisation · October 2021 – April 2023
- Designed IoT devices for automation and control.
- Wrote technical documentation and competed in robotics events.
- Organised Nepal Youth Science Summit.
Capabilities
Stack I ship with.
AI pipelines, backend services, RPA, data, and hardware—grouped by how they show up in real work.
Web & frontend
- React
- HTML
- CSS
- JavaScript
- Git
- GitHub
Backend & automation
- FastAPI
- Django
- Celery
- Playwright
- Selenium
- RPA
AI / LLMs
- LangChain
- LangGraph
- OpenAI
- Gemini
- Google ADK
- RAG
- ChromaDB
Data
- Python
- R
- Pandas
- NumPy
- Scikit-learn
- MySQL
- PostgreSQL
- Power BI
IoT / robotics
- Raspberry Pi
- Arduino
- ESP
- Robotics
Contact
Get in touch.
Write on the parchment below. Your message goes to anushnachaulagain@gmail.com.
anushnachaulagain@gmail.comContact form
— Anushna