Ratindra Singh

Software Engineer

Mumbai, Maharashtra, India5 yrs 6 mos experience

Most Likely To Switch

Key Highlights

Expert in building ML-powered backend systems.
Hands-on experience with end-to-end ML pipelines.
Strong leadership in cross-functional team initiatives.

Stackforce AI infers this person is a Backend Software Engineer specializing in Fintech and Machine Learning solutions.

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Skills

Core Skills

Machine LearningBackend Development

Other Skills

PythonAPIsJavaSpring BootREST APIsMicroservicesKubernetesDockerGitSQLDeep LearningNatural Language Processing (NLP)Large Language Models (LLM)Data Structures and AlgorithmsObject-Oriented Programming (OOP)

About

Software Engineer building ML and GenAI-powered systems. At Perfios, I design and ship production services and APIs that apply Machine Learning and LLMs to large-scale data intelligence problems, including address parsing, semantic matching and negative address detection. I have hands-on experience owning end to end pipelines from data preprocessing and model development to API design, inference optimization, confidence scoring and deployment. Currently expanding my backend depth by building Java/Spring Boot services alongside existing Python systems.

Experience

5 yrs 6 mos

Total Experience

1 yr 10 mos

Average Tenure

2 yrs 10 mos

Current Experience

Perfios

Software Engineer (Backend/AI Systems)

Jul 2023 – Present · 2 yrs 10 mos · Mumbai · Hybrid

Built and owned backend services for data intelligence, including address parsing, semantic matching, and negative address detection, used across core financial workflows.
Integrated ML and LLM-based pipelines into production APIs to handle noisy real-world address data at scale.
Took ML systems end-to-end into production , from data preparation and model training to inference optimization, deployment, and monitoring.
Developed Python-based backend services with a focus on low-latency inference, reliability, and maintainability in production environments.

PythonMachine LearningAPIsJavaSpring BootBackend Development

Hallabol vnit

Vice President

Sep 2021 – Apr 2023 · 1 yr 7 mos

• Led a cross-functional team of ~150 members, coordinating planning, execution, and collaboration across club initiatives.

College time

Co-Founder

Aug 2020 – Sep 2021 · 1 yr 1 mo · Nagpur, Maharashtra, India

Contributed to business strategy, planning, and execution.
Worked on business model definition and go-to-market planning through structured frameworks (BMC, business plans,etc).
Supported execution of multiple content and outreach initiatives, gaining hands-on experience in ownership, coordination, and delivery.

The entrepreneurship cell, vnit nagpur

Manager

Aug 2019 – May 2021 · 1 yr 9 mos · Nagpur, Maharashtra, India

Led a team of ~50 members to execute a large-scale national-level initiative, coordinating planning, execution, and stakeholder management.
Supported organization and delivery of multiple large events and workshops, gaining early experience in leadership, coordination, and execution at scale.