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Amal Krishnan

@user.2476117

Machine Learning Engineer at ZilMoney

Kochi

ZilMoneyBrototype

Amal Krishnan is a machine learning engineer and full-stack developer currently at ZilMoney, where he has built document verification pipelines, fraud detection models, and internal chatbots. He holds a Diploma in Computer Engineering from Central Polytechnic College and is pursuing Data Science & Machine Learning at Brototype. He is proficient in Python, JavaScript, and Golang, with hands-on experience in PyTorch, FastAPI, Django, AWS, and Docker.

Experience

Machine Learning Engineer

ZilMoney

Full-time•Dec 2023 - Present

Built and deployed document verification and parser which reduced manual labor by 50% and reduced cost for the company. Implemented a chatbot for internal working of the company. Preprocessed 2M data, built and deployed fraud detection models achieving more than 80% accuracy. Worked on a user behavioural study and implemented model based on it.

Web Developer

Freelance

Freelance•Jul 2021 - Jul 2022

Created a web app featuring a landing page, a blogging platform, and an interactive section where customers can engage with the service provider.

Software Engineering Intern

Elementz

Full-time•May 2021 - Jun 2021

Introduced to embedded systems and their possibilities. Created an online surveillance camera system.

Education

Brototype

Program

Data Science & Machine Learning

Jan 2022 - Present

Central Polytechnic College

Diploma

Computer Engineering

Jan 2019 - Jan 2022•Grade: 8.12 CGPA

Skills

Python
JavaScript
Golang
PyTorch
NumPy
Pandas
scikit-learn
LlamaIndex
Matplotlib
OpenCV
spaCy
Streamlit
LangChain
FastAPI
Django
Flask
MySQL
PostgreSQL
Git
Docker
AWS
Vercel
NLTK
TensorFlow
Keras
React
NGINX