Hi, I'm Nameer P K

Backend Lead & ML Engineer

I specialize in building and scaling machine learning systems and backend applications. Currently focused on productionizing ML systems and leading backend development teams.

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About Me

Hello! I'm Nameer, a backend lead specializing in productionizing machine learning systems with extensive experience in building scalable web applications.

I enjoy creating efficient systems that solve real-world problems. My experience spans from developing full-stack farming applications to building pharmaceutical software products and deploying machine learning microservices.

I'm passionate about designing well-architected systems, ensuring code quality, and mentoring team members. My focus is on building secure, scalable, and maintainable applications.

Python Deep Learning FastAPI React Docker AWS/Azure GraphQL SQL
Nameer P K

Where I've Worked

Sr. Software Engineer

Woolly Farms

Aug 2022 - Present

  • Technical lead building full stack farming application for controlled environment farming operations
  • Took product from prototype to production in 7 months
  • Designed data pipelines for comprehensive farm data collection
  • Implemented REST API in FastAPI supporting incoming IoT sensor data
  • Deployed scalable, containerized services with Docker and AWS
  • Implemented front-end from scratch with Redux state management
  • Established company guidelines for code quality, reviews and testing

Backend Team Lead

Genpro Research Inc.

Apr 2022 - Aug 2022

  • Led 9-member product engineering team across 3 customer-facing pharmaceutical software products
  • Deployed and managed ML microservices for optimal request latency and scalability
  • Ensured product customizability through configs, avoiding multiple branch maintenance
  • Integrated Google Scholar search with automatic article fetching and processing
  • Implemented authentication using Google, Microsoft, and Pfizer SSO
  • Set up weekly upskill sessions for team knowledge sharing
  • Introduced efficient member onboarding protocol with 2-hour setup time

Machine Learning Engineer

Genpro Research Inc.

Aug 2019 - Mar 2022

  • Core contributor to a systematic literature review platform
  • Integrated PubMed search with automated article fetching and indexing
  • Managed Postgres, Azure Blob, ElasticSearch, Celery, and Redis
  • Containerized services for environment isolation
  • Implemented article citation and bibliography features
  • Built real-time collaborative editor with commenting system
  • Created in-app real-time notification system with WebSockets
  • Developed natural language query system for pharmaceutical data

Backend Engineer

Grapnel Darknet Search, Kerala Police Cyberdome

Part-time Project

  • Implemented GraphQL services for search engine capabilities
  • Built web search, image search, and reverse image search functionality

Skills & Tools

Programming Languages

Languages I've worked with extensively throughout my career.

Python Java Kotlin JavaScript TypeScript PHP C++ C

Machine Learning

ML frameworks and technologies I specialize in.

TensorFlow PyTorch Deep Learning NumPy Pandas NLP Computer Vision

Backend Technologies

Backend frameworks and tools I've mastered.

FastAPI GraphQL Node.js Celery Redis MySQL PostgreSQL ElasticSearch

Frontend Technologies

Frontend frameworks and libraries I work with.

React Next.js Vue.js Redux MUI Tailwind CSS HTML/CSS WebSockets

DevOps & Cloud

Infrastructure and deployment technologies I use.

Docker AWS Azure CI/CD Git Microservices

Mobile Development

Mobile development experience.

Android Android Studio Java Kotlin

Some Things I've Built

Farming Management System

Full-stack application for controlled environment farming operations, integrating IoT sensors for comprehensive data collection and farm management.

Python FastAPI React Redux Docker AWS

Literature Review Platform

System for scientific literature review with automated article fetching, indexing, and collaboration tools for researchers.

Python ElasticSearch PostgreSQL Celery Azure

Real-time Collaborative Editor

Node.js-backed collaborative document editor with commenting and suggesting system for pharmaceutical research.

Node.js WebSockets React MongoDB

Darknet Search Engine

GraphQL services for web search, image search, and reverse image search for Kerala Police Cyberdome.

Python GraphQL ElasticSearch

Screenshot to Code

Combined CNN and LSTM model for converting UI screenshots to HTML/CSS code, automating frontend development.

Python TensorFlow CNN LSTM

Natural Language QA System

Question answering system trained on SQuAD and MARCO datasets, ranked in top 100 performers.

Python NLP PyTorch BERT

Get In Touch

Let's build something amazing together

I'm currently looking for new opportunities. Whether you have a question or just want to say hi, my inbox is always open!

Say hello