Open to Opportunities

Hello, I'm

Sreeraj
Somarajan

< Senior Full-Stack & AI Engineer />

15+ years engineering production-grade SaaS platforms, high-throughput APIs, and data-driven applications — specializing in LLM systems, agentic workflows, and RAG pipelines using Ruby on Rails, Go, React, and Python.

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0+ Years Experience
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sreeraj.rb 
class Sreeraj
  def initialize
    @role    = "Senior Full-Stack & AI Engineer"
    @exp     = "15+ years"
    @stack   = ["Rails", "Go", "React", "Python", "LLMs"]
    @loves   = ["clean code", "agentic workflows"]
  end

  def hire_me?
    true  # always
  end
end

About Me

With over 15 years in the software industry, I design and ship production-grade web applications that scale — bridging complex back-end systems with polished, performant front-end experiences. Based in Trivandrum, India, I collaborate with remote-first teams across the US, UK, and Europe.

My core stack is Ruby on Rails, Go (Golang), and React, with deep experience in Cloud-Native SaaS platforms, RESTful and GraphQL APIs, and microservices architecture. I actively apply Python, Data Analytics, and ML/AI to build intelligent, data-driven features in production.

Outside of engineering, I contribute to open-source projects, stay current with emerging AI tooling, and unwind with reading, cricket, and badminton.

Cloud-Native Architecture

Scalable SaaS platforms on AWS & GCP

Open Source

Active contributor to Rails ecosystem

Technical Leadership

Led & mentored teams of 10–12 engineers

AI-Driven Development

Integrating LLMs & ML into products

Experience

Sep 2025 – Present

Lead AI Engineer & LLM Systems Architect

Inscape Labs  ·  Remote

Serving as the principal architect for all corporate AI and LLM initiatives. Deployed production LLM applications using the Claude API, LangChain, and custom agentic frameworks. Designed multi-step agentic workflows with tool use, RAG pipelines, pgvector semantic search, and human-in-the-loop feedback loops. Engineered training data pipelines (OCR, extraction, cleaning), built automated evaluation frameworks, and optimized context windows to reduce latency and costs.

Feb 2019 – Present

Senior Software Engineer (Freelance)

Airspace Technologies  ·  Remote, US

Engineering and scaling complex, large-scale supply chain logistics and operations platforms using Ruby on Rails, React, and Go. Architected high-throughput message queues, integrated real-time dispatch services, and optimized PostgreSQL databases to support massive transactional logistics volumes under tight SLA requirements.

Jan 2023 – Sep 2025

Senior Full-Stack Consultant

Terrific Minds

Led technical consulting engagements focused on delivering highly reliable applications built with Ruby on Rails, React / Next.js, Docker, and AWS. Directed cloud systems architecture design, drove database modeling decisions, mentored in-house engineering teams, and aligned product features with business goals.

Jan 2022 – Jan 2026

Senior Full-Stack Developer (ROR Consultant)

Inovace Digital

Built and optimized full-stack web applications, managing the entire application lifecycle from initial design to production deployment. Crafted scalable and high-performance solutions using Ruby on Rails, React, PostgreSQL, and secure RESTful APIs while maintaining rigorous unit/integration test coverage.

Apr 2011 – Feb 2019

Lead Engineer

QBurst

Led 12+ engineer team delivering distributed systems; set standards for code quality, testing, and architecture. Deep foundation in API design, database optimization, and cloud architecture underpinning current systems work. Grew and mentored a cross-functional RoR team of 12+ engineers over nearly 8 years, establishing coding standards and CI/CD practices adopted across the organisation.

2018 – 2023

Freelance Software Engineer

Playback · Pixind · Embright Infotech · Bettercoach

Delivered tailored Ruby on Rails web applications for diverse clients across media, design, and coaching domains — handling full-cycle development from requirements to production deployment.

Organizations

Companies I've worked with and provided consultancy services for

Inscape Labs
IL
Inscape Labs Lead AI Architect Sep 2025 – Present · Remote
Airspace Technologies
AT
Airspace Technologies Freelance Engineer Feb 2019 – Present · Remote, US
QBurst
QB
QBurst Lead Engineer Apr 2011 – Feb 2019
Terrific Minds
TM
Terrific Minds ROR Consultant Jan 2023 – Sep 2025
Inovace Digital
ID
Inovace Digital ROR Consultant Jan 2022 – Jan 2026
Playback
PB
Playback Freelance Jul 2023 – Sep 2023
Pixind
PX
Pixind Freelance Oct 2019 – Jan 2021
Embright Infotech
EI
Embright Infotech Freelance Apr 2019 – Dec 2019
Bettercoach
BC
Bettercoach Freelance Jul 2018 – Jun 2019

Education & Certifications

PGP in Data Science and AI (With Fellowship)

Accredian · Issued Dec 2024

ID: INDM22758

B.Tech in Computer Science

Cochin University of Science and Technology (CUSAT) · 2010

Google Cloud Skill Badges

Google · 2025

  • Build Infrastructure with TerraformJul 2025
  • Set Up an App Dev EnvironmentJul 2025
  • Implement Load Balancing on Compute EngineJun 2025

Accredian — Data Science Foundations

Accredian · 2022 – 2023

  • Certificate in Data Science FoundationSep 2022 · INDM18774
  • EDA and Data StorytellingJan 2023
  • Data Visualization TechniquesJan 2023
  • Data Analysis with PythonDec 2022

Practical GitHub Actions

LinkedIn · Issued Jul 2025

Software as a Service

edX · BerkeleyX · 2012

  • CS169.1x — Part 1Sep 2012
  • CS169.2x — Part 2Nov 2012

Skills & Expertise

Ruby on Rails

Full-stack web development, RESTful & GraphQL APIs, Active Record, supplier integrations, and catalog reconciliation pipelines.

React & Frontend

Component architecture, Next.js, real-time dashboards (Socket.IO), and user feedback collection systems for AI features.

Node.js

Event-driven backend services, RESTful APIs, WebSockets, and asynchronous task queues.

Go (Golang)

High-throughput microservices, concurrency patterns, and distributed cloud-native backend systems.

Python & ML

Supervised & unsupervised ML algorithms, feature engineering, ETL/ELT pipelines, and data augmentation.

AI & LLM Integration

Foundation models (Claude Opus/Sonnet, GPT-4, Gemini, Llama), context optimization, and model evaluation/monitoring.

Agentic Workflows

Agent design patterns, ReAct reasoning, tool use / function calling, MCP (Model Context Protocol), and prompt engineering.

Data & Vector Search

Vector embeddings (OpenAI, Sentence-BERT), semantic search (pgvector), and robust RAG & Knowledge Systems.

Key Projects

Production applications and AI systems I've led and delivered

01 Lead AI Architect

TestFlow Studio

Agentic AI
Test Automation

Agentic test automation system using Claude to generate test cases from user stories, semantically match existing tests, and autonomously produce and refine Playwright scripts.

  • Designed agent workflow: User story → scenarios → pgvector similarity search → Playwright script execution → iterative prompt refinement.
  • Built RAG over the test repository; semantic search reduced test redundancy by 40%.
  • Integrated Claude tool use (JIRA, code generation, local script execution) for autonomous reasoning.
  • Engineered embedding pipeline using sentence-BERT + pgvector ANN with domain-tuned similarity scoring.
Stack
Claude APILangChainpgvectorPlaywrightPythonNode.jsReact 18Socket.IO
02 Lead AI Engineer

CXO Analytics Dashboard

NL2SQL
CXO Analytics

Autonomous Natural Language to SQL (NL2SQL) system using Claude agents for semantic understanding, SQL generation, execution, and query optimization for non-technical execs.

  • Developed agent pipeline: Interpret user intent, consult schema via function calls, generate SQL, execute, evaluate, and iterate.
  • Combined Vanna with Claude agents for complex reasoning, multi-table joins, and semantic query optimization.
  • Implemented human-in-the-loop feedback where user corrections train domain patterns and drive continuous improvement.
  • Optimized context window via smart schema selection and query history in-context learning, cutting hallucinations by 60%.
Stack
Claude APIVannaAgentic WorkflowsFunction CallingDjangoReactPostgreSQLPython
03 Lead Engineer

Dental B2B Procurement Engine

Dental Marketplace
Semantic Search

AI-powered B2B marketplace aggregating supplier catalogs with embedding-based semantic search and intelligent recommendations to accelerate clinic procurement.

  • Implemented semantic search over product specs and descriptions using vector similarity matching for cross-supplier catalog reconciliation.
  • Built recommendation engine leveraging product embeddings, purchase history, and clinic preferences (cut procurement time by 35%).
  • Integrated generative AI for automated catalog description enhancement, dynamic pricing, and automated classification.
  • Engineered real-time inventory sync & EDI supplier integrations with NLP parsing.
Stack
EmbeddingsSemantic SearchGenerative AINLPRuby on RailsReact / Next.jsPostgreSQL
01 Lead Developer

Construction Site Analysis

Civil / BIM
Cloud Native

A civil engineer can see and analyze the work progress of a construction site through 2D and 3D views, enabling real-time guidance to onsite workers.

Stack
Ruby 2.2.4Rails 5RDS (PSQL)SQSPotreeConvertorgdal2tilesDockerKubernetesCircleCI
Features
2D / 3D Visualization Real-time Sync Role-Based Access Point Cloud Processing
02 Lead Developer

Social Media Analytics Tool

Analytics
Social Media

A private analytics tool to monitor and analyze the activities of specific organizations and individuals across social media platforms.

Stack
Ruby 1.9Rails 3PostgreSQLRedisElasticsearchMongoDBDataSift APITwitter API
Features
Real-time Monitoring Multi-platform Tracking Full-text Search Stream Processing
03 Developer

Aircraft Travel Data Analysis

Aviation
Data Analytics

A product to analyze travel data of different aircraft and retrieve detailed information about flights, aircrafts, and engines.

Stack
Ruby 2.2.1Rails 4.2.2PostgreSQLRedis
Features
Flight Data Analysis PDF / Excel Reports Background Jobs Payment Integration
04 Developer

Incident Report from RSS Feeds

Feed Aggregation
Incident Mgmt

An application used to automatically create and analyze incident reports sourced from RSS feeds and social media data streams.

Stack
Ruby 1.9Rails 3PostgreSQLRedisDataSift APITwitter API
Features
Automated Reports Feed Aggregation Social Media Parsing Real-time Alerts

Services

Full-Stack Development

End-to-end SaaS application development — scalable architecture, clean code, and on-time delivery using Rails, Go, and React.

API Development

High-performance RESTful and GraphQL APIs with robust authentication, rate limiting, and comprehensive documentation.

Frontend Engineering

Pixel-perfect, accessible UIs built with React and Next.js — mobile-first, fast-loading, and production-ready.

Recommendations

What leaders & colleagues say about working with me

"

Collaborative oriented person and customer focused strategist — rock solid understanding of modern technologies to build neat and clean software, with a deep technical background. His focus keeps everything moving smoothly, making sure deadlines are met while always keeping the codebase to the highest standards. Couldn't recommend Sreeraj any higher — surely one of the best engineers I've met.

GM

Gabriel Martinez

CTO @ Pixind
★★★★★
via LinkedIn
BL

Brian Lacey

CEO, Mobomo
★★★★★

"I highly recommend Sreeraj Somarajan. He artfully led various development teams that engineered multiple innovative web applications — combining expert-level programming talents with uplifting leadership skills."

EI

Erfan Imani

Director at Terrific Minds AU-NZ & Consultant
★★★★★

"Sreeraj was tasked with two complex, independent client requirements at Terrific Minds — and he delivered on both with professionalism and high-quality output. I would not hesitate to recommend him to others and would welcome the opportunity to work with him again."

KR

Kannan Reghu

CTO @ Ooodles
★★★★★

"He is one among the most professional, high quality and dedicated developers I have worked with in my entire career. Simply outstanding."

RG

Renju George

VP – Customer Success
★★★★★

"I had the immense pleasure of working with Sreeraj. His promptness, efficiency, and deep expertise in Ruby on Rails were invaluable. Sreeraj's resilience in resolving issues, no matter how complex, is truly impressive — he is an asset to any team."

VA

Varghese Abraham

Project Delivery Manager
★★★★★

"His extensive experience and industry exposure were instrumental in building our ROR team. Sreeraj collaborates well with the team and is a natural mentor to colleagues — highly impactful. I highly recommend him."

IJ

Iyvin Jose

Staff Engineer at VMware
★★★★★

"If I sorted the people I have met till now based on the level of dedication and professionalism in their career, Sreeraj will be right on top."

CC

Cyril Cherian

Associate Director at QBurst
★★★★★

"An amazing team player, who is capable of working across full-stack as per the need of the project. Reliable, sharp, and always delivers."

SK

Smijeet Kurup

Sr. Manager, Talent Acquisition · OpenText
★★★★★

"When people say thinking out of the box, it always reminds me of Sreeraj. A dedicated RoR professional with a keen eye to improve and learn — a creative, energetic professional who likes to share and support his team to the best of his abilities. He certainly will be an asset to any organization he works for."

MH

Manisha Haridas

Architect · Competency Manager, DX & Data/AI
★★★★★

"Sreeraj has been a great mentor and an immense support technically. His hands-on experience in RoR is something to look out for, and his approach to every challenge — personal or professional — is commendable. He inspires junior resources and guides them in the right direction to uplift their career."

Get In Touch

Available for contract development, technical consulting, and full-stack collaborations. I respond within 24 hours.

Location

Trivandrum, India

Timezone

IST (UTC+5:30) — Available remotely

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