Muhammed Ajmal M profile photo 1 on Tal

Muhammed Ajmal M

Software Engineer @ Zenskar

Bengaluru

2+ years of work experience

Zenskar
Jul 20264 mosPresent

Bengaluru, Karnataka, India

CredHive
Jan 20267 mosJul 2026

• Architected Redis-based distributed leader election with TTL and lock renewal to coordinate scheduled jobs across a horizontally scaled cluster, ensuring single execution while tolerating node crashes and failover • Owned deployment and rollout strategy for backend services, coordinating staged releases, rollbacks, and production verification across multiple environments • Refactored core services to improve service boundaries and reduce coupling using design patterns, improving long-term maintainability across modules • On-call owner for critical backend services, resolved production incidents, data inconsistencies, and performance regressions, including off-hours issue resolution
CredHive
Aug 20241 yr 6 mosJan 2026

• Early founding engineer (7th hire), owning backend systems from initial design through production scale in a microservices, distributed backend environment • Built and operated a Postgres → Elasticsearch CDC pipeline indexing 4M+ records, enabling low-latency search and significantly improving query performance and data accessibility • Designed distributed scraping and ingestion pipelines orchestrating 50+ concurrent workers, reliably processing 70M+ records with retries, backpressure, and real-time failure recovery • Achieved up to 5× performance improvements across backend services through caching, query indexing, thread pools, parallel parsing, and S3 I/O tuning, reducing end-to-end processing from 5 minutes to 1 minute • Diagnosed and resolved complex production issues involving concurrency, race conditions, and partial failures across distributed services • Led deployment and operations for 20+ containerized backend services using AWS ECS, Docker, GitHub Actions CI/CD, Secrets Manager, and CDK, ensuring secure, repeatable, and high-availability releases • Ensured data correctness and system reliability via transactional guarantees, audit logging, backward-compatible schema migrations, monitoring, and role-based authentication with AWS Cognito • Delivered advanced reporting systems, including real-time Excel/PDF generation, schema-templated reports, financial cleaning pipelines, and QA tooling • Implemented monitoring system to track domain-specific data changes over time, ensuring early detection of anomalies and financial risk • Developed shared internal Python Library (Pydantic-typed, 95%+ test coverage, published to CodeArtifact), reusable parsers, modular config, domain models and common aws utilities • Contributed to team growth and technical bar-raising by conducting 10+ engineering interviews, assessing candidates on system design, architecture, API design, and Python fundamentals
Self-Employed
Apr 20243 mosJun 2024

Kerala, India

• Built a mobile app in React Native for Tabadul books Kuwait. Independantly architectured, designed and developed the whole application • Independently designed, developed, and maintained a diverse range of projects, including e-commerce stores, landing pages, and association websites. Proficiently handled both frontend and backend development using React and Express.js
Hoppscotch
Dec 20232 mosJan 2024

Kerala, India

• Contributed to Hoppscotch, a lightweight API development suite, using Vue.js and Typescript • Closed 5 pull requests, contributing actively to the project's development and maintenance • Added 2 features to the product and fixed various bugs within the application
Lamsta
May 20232 mosJun 2023

Kerala, India

• Contributed to "Events Radar" a web software product, utilizing TypeScript and Next.js to build dynamic frontend components and pages. • Collaborated effectively within a team, resulting in impactful enhancements to the product's quality and functionality.

Muhammed’s AI Stack

claude code
claude code
claude
claude

Education

APJ Abdul Kalam Technological University

Bachelor of Technology, Computer Science

APJ Abdul Kalam Technological University

20204 yrs2024

Higher Secondary, Computer Science

GHSS Cherpulassery

20182 yrs2020

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Muhammed Ajmal M on Tal

Headline

Software Engineer @ Zenskar

About

Software engineer focused on building deep technical competence through first-principles understanding of computer systems. My work spans backend engineering, data engineering, and cloud systems, with experience primarily in Python and full-stack development.

Location

Bengaluru

AI stack

claude code

claude

Work experience

Software Engineer at Zenskar, Jul 2026 - Present · 4 mos, Bengaluru, Karnataka, India

Software Engineer 2 at CredHive, Jan 2026 - Jul 2026 · 7 mos, • Architected Redis-based distributed leader election with TTL and lock renewal to coordinate scheduled jobs across a horizontally scaled cluster, ensuring single execution while tolerating node crashes and failover • Owned deployment and rollout strategy for backend services, coordinating staged releases, rollbacks, and production verification across multiple environments • Refactored core services to improve service boundaries and reduce coupling using design patterns, improving long-term maintainability across modules • On-call owner for critical backend services, resolved production incidents, data inconsistencies, and performance regressions, including off-hours issue resolution

Software Engineer 1 (Founding Team) at CredHive, Aug 2024 - Jan 2026 · 1 yr 6 mos, • Early founding engineer (7th hire), owning backend systems from initial design through production scale in a microservices, distributed backend environment • Built and operated a Postgres → Elasticsearch CDC pipeline indexing 4M+ records, enabling low-latency search and significantly improving query performance and data accessibility • Designed distributed scraping and ingestion pipelines orchestrating 50+ concurrent workers, reliably processing 70M+ records with retries, backpressure, and real-time failure recovery • Achieved up to 5× performance improvements across backend services through caching, query indexing, thread pools, parallel parsing, and S3 I/O tuning, reducing end-to-end processing from 5 minutes to 1 minute • Diagnosed and resolved complex production issues involving concurrency, race conditions, and partial failures across distributed services • Led deployment and operations for 20+ containerized backend services using AWS ECS, Docker, GitHub Actions CI/CD, Secrets Manager, and CDK, ensuring secure, repeatable, and high-availability releases • Ensured data correctness and system reliability via transactional guarantees, audit logging, backward-compatible schema migrations, monitoring, and role-based authentication with AWS Cognito • Delivered advanced reporting systems, including real-time Excel/PDF generation, schema-templated reports, financial cleaning pipelines, and QA tooling • Implemented monitoring system to track domain-specific data changes over time, ensuring early detection of anomalies and financial risk • Developed shared internal Python Library (Pydantic-typed, 95%+ test coverage, published to CodeArtifact), reusable parsers, modular config, domain models and common aws utilities • Contributed to team growth and technical bar-raising by conducting 10+ engineering interviews, assessing candidates on system design, architecture, API design, and Python fundamentals

Freelance Web Developer at Self-Employed, Apr 2024 - Jun 2024 · 3 mos, Kerala, India, • Built a mobile app in React Native for Tabadul books Kuwait. Independantly architectured, designed and developed the whole application • Independently designed, developed, and maintained a diverse range of projects, including e-commerce stores, landing pages, and association websites. Proficiently handled both frontend and backend development using React and Express.js

Open Source Contributor at Hoppscotch, Dec 2023 - Jan 2024 · 2 mos, Kerala, India, • Contributed to Hoppscotch, a lightweight API development suite, using Vue.js and Typescript • Closed 5 pull requests, contributing actively to the project's development and maintenance • Added 2 features to the product and fixed various bugs within the application

Frontend Developer at Lamsta, May 2023 - Jun 2023 · 2 mos, Kerala, India, • Contributed to "Events Radar" a web software product, utilizing TypeScript and Next.js to build dynamic frontend components and pages. • Collaborated effectively within a team, resulting in impactful enhancements to the product's quality and functionality.

Education

Bachelor of Technology, Computer Science, APJ Abdul Kalam Technological University

Higher Secondary, Computer Science, GHSS Cherpulassery

Muhammed Ajmal M - Software Engineer in Bengaluru | Tal