Ananda Rimal

I love AI and Mathematics

AI Researcher | ML Engineer | 7× Hackathon Winner


2024 – 2025

ML Engineer / Instructor · Deerwalk Training Center, Nepal

Worked as an ML Engineer and instructor, training 500+ students from diverse backgrounds, including beginners and professionals from different companies. Led multiple AI/ML projects, contributing to model development, pipeline design, and implementation. Delivered hands-on sessions on Python, machine learning workflows, and model evaluation, focusing on practical, project-based learning.

2024

ML Lead · Pasale (Startup)

Led data pipeline development, analytics, and predictive modeling for inventory and sales forecasting. Built end-to-end data infrastructure and demand forecasting models. Collaborated with the engineering team to integrate ML-driven insights into the product. Proud to have led a startup summitwinning idea, contributing from development to execution and real-world impact.

2022 – 2026

Bachelor of Computer Engineering · Nepal Engineering College

Major subjects included Calculus I & II, Algebra, C Programming, Java, Data Structures & Algorithms, Machine Learning, Artificial Intelligence, Data Mining, and Computer Architecture.


Research & Writing

Research · arXivThis paper shows how we can build our own LLM on negligible costRead paper
Article
Article · MediumCentralized Machine Learning to Federated LearningRead on Medium
Guide
Guide · MediumRAG for Beginners — Retrieval-Augmented GenerationRead on Medium

Featured Talks & Sessions

Talk
SessionSession on Retrieval-Augmented GenerationWatch the full session on YouTube.
Talk
Session · Skillcrew TechnologyGit and GitHub — Collaboration SessionWatch session
Talk
Session · EverydaykermaAI / ML Guide SessionWatch session
Talk
Session · DeerwalkFine-Tuning Image Models SessionVideo coming soon

Projects

LiveSage AIMulti-agent AI platform providing human-like conversations with specialized agents for search, research, finance, health, and learning.
LLMs From ScratchOpen-source repository implementing transformers, attention mechanisms, embeddings, and modern LLM architectures from the ground up.
PasaleAward-winning retail-tech platform helping Nepal's Kirana stores digitize inventory, transactions, and business operations through AI-powered solutions. This project won me a Startup Summit award.
GestureSpeakReal-time sign language recognition system using CNN, EfficientNet, and YOLO to detect and translate hand gestures from live video feeds.

Winning Moments

Startup Summit Nepal 2025 — WinnerWon the Startup Summit competing with 100+ startups across Nepal.
Startup Network Hackathon — WinnerWinning moments from the Startup Network Hackathon.
Hult Prize — WinnerHult Prize winning moments at Nepal Engineering College on-campus finale.
IDEA X 2025 Hackathon — Fintech Track WinnerWinning moments from MBMC IDEA X 2025 as the Fintech track winner.
Best Project Built with ElevenLabsJunction X Kathmandu — Best Project Built with ElevenLabs award for Lost Voices.
Best Pitch Award — Karmalaya-XBest Pitch Award at Karmalaya-X Project Competition, Nepal Engineering College.
ACME Hackathon — 1st Runner-UpSecured 1st Runner-Up position at the ACME Hackathon.
NEC Ingenium — 2nd Runner-Up2nd Runner-Up at NEC Ingenium Hackathon, Nepal Engineering College.
Hult Prize 2026 — Top 8 FinalistTop 8 Finalist of Hult Prize 2026 competing with 500+ teams.

Skills

Python
PyTorch
Pandas
Numpy
Matplotlib
LangChain
LangGraph
Hugging Face
FastAPI
Flask
SQL
MongoDB
Scikit-learn
Pinecone
Graph Database