Ankur Kumar

AK

Looking for a job

Ankur Kumar

@ankurkumar10

AI/ML Engineer at Amalgamist building algorithmic trading strategies and low-latency market data systems.

At Amalgamist, I engineer Bayesian portfolio optimization models and train ensemble machine learning models for trading. I’ve also built and deployed four automated trading strategies and optimized risk-parity pipelines.

I architected a Nautilus Trader adapter for Dhan API and built distributed data ingestion pipelines with Redis Pub/Sub. My projects include a CNN for lung sound classification and a self-navigating path-mapping robot.

Experience

Work history, roles, and key accomplishments

AM

Current

AI / ML Engineer & Quantitative Developer

Current

Amalgamist

Jun 2025 - Present (1 year 4 months)

Engineered Bayesian portfolio optimization models and trained ensemble ML models for trading strategies. Built distributed data pipelines and REST APIs for automated trading and risk management.

Python XGBoost LightGBM Redis fastAPI PostgreSQL Docker Azure Machine Learning Quantitative Analysis

Education

Degrees, certifications, and relevant coursework

IV

Indian Institute of Technology (BHU), Varanasi

Bachelor of Technology, Electronics Engineering

2021 - 2025

Grade: 7.56/10.0

Activities and societies: Relevant Coursework: Data Structures & Algorithms, Machine Learning, Deep Learning, Operating Systems, DBMS, Linear Algebra

Pursued a Bachelor of Technology in Electronics Engineering, achieving a CGPA of 7.56/10.0.

Tech stack

Software and tools used professionally

MySQL

PostgreSQL

OpenCV

Azure DevOps

Python

Java

C++

Azure Machine Learning

TensorFlow

PyTorch

MLflow

scikit-learn

FastAPI

Linux

Git

Docker

SQL

XGBoost

LightGBM

LangChain

Bash

Faiss

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

2500k+ INR

Social media

Job categories

AI ML Engineer Quantitative Developer Machine Learning Engineer Software Engineer Backend Engineer

Skills

Machine Learning Algorithmic Trading Quantitative Finance Portfolio Optimization Risk Parity Distributed Systems Distributed Pipelines Low Latency Execution Python C++Java SQL PostgreSQL MySQL BASH

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