Mayank Kumar

Software Engineer at Limitless Neurons

Handle

@knayam

Role

Software Engineer

Company

Limitless Neurons

Location

Hyderabad, India

Open to

Software Engineering

About

I am a Software Engineer working with C++, Python, Java, and TypeScript, building backend, AI, and low-latency systems from architecture through delivery. At Limitless Neurons I own the architecture and delivery of a connector-ready knowledge platform with RAG-based chat, an LLM evaluation framework, and a local-first data automation workspace with an asyncio-based DAG execution engine. Previously I led development of a low-latency C++ middleware layer for ADAS applications. I have solved 2, 000+ algorithmic problems and have ICPC experience.

Experience

• Software Engineer at Limitless Neurons
  May 2025 to now - Hyderabad, India
  Owned architecture and delivery of a connector-ready knowledge platform with RAG-based chat, built an LLM evaluation framework across 250+ queries (grounded response pass rate from 76% to 89%), re-architected retrieval with hybrid semantic and keyword search (p95 latency down 48%), and architected a local-first data automation workspace with an asyncio-based DAG execution engine.
• Software Engineer at Jaguar Land Rover
  Jul 2023 to May 2025 - Bangalore, India
  Led development of a low-latency C++ middleware layer between NVIDIA ADAS applications and JLR's driver-facing interfaces using Adaptive AUTOSAR, reducing latency by 80% and memory usage by 60%. Built a GitLab CI/CD pipeline on GCP runners and led problem setting for JLR CodeRace hiring contests.
• Software Developer Intern at Credwise
  May 2022 to Jul 2022 - Remote, India
  Built Spring Boot APIs backed by MongoDB that consolidated credit-card offers and powered price-based product recommendations, and delivered the Flutter client and backend integration for end-to-end offer discovery.

Education

• IIT Roorkee
  Bachelor of Technology
  2019 to 2023

Skills

• C++
• Python
• Java
• TypeScript
• SQL
• RAG
• LLM Evaluation
• Vector Search
• FastAPI
• LangChain
• Docker
• CI/CD

Links

• LinkedIn

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