Gishwin Antony Biju

Software Engineer

Ernakulam, Kerala, India3 yrs 7 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

3+ years in scalable web applications and AI solutions
Expertise in REST APIs and microservices architecture
Recognized as Finalist – Employee of the Year 2024

Stackforce AI infers this person is a Backend-heavy Fullstack Engineer with strong AI/ML integration experience.

Contact

Skills

Core Skills

PythonDjangoAi IntegrationCi/cdDevops

Other Skills

AWSAmazon Web Services (AWS)ChromaCommunicationData IngestionDatabasesDjango REST FrameworkDockerFastAPIGitJenkinsKubernetesLangChainMilvusMongoDB

About

I am a Software Engineer with 3+ years of experience building scalable web applications and AI-driven solutions using Python, Django, FastAPI, and cloud-native technologies. At Innovature Labs, I have delivered projects that improved APIs , reduced release cycles with CI/CD automation, and developed AI-powered assistants with LangChain, LangGraph, and vector databases. Recognized with awards including Finalist – Employee of the Year (2024), I bring strong expertise in REST APIs, microservices, Docker, Kubernetes, and cloud platforms, along with a passion for solving complex problems, mentoring junior developers, and driving innovation in AI/ML integration and real-time systems.

Experience

Innovature

2 roles

Software Engineer

Promoted

Aug 2022 – Present · 3 yrs 7 mos · Kochi, Kerala, India · On-site

Designed, developed, and deployed scalable backend solutions with Python, Django, FastAPI, and REST APIs
Architected and implemented RAG (Retrieval-Augmented Generation) pipelines with OpenAI, LangChain, and Milvus/Chroma
Integrated Agentic AI workflows for intelligent automation and advanced search
Implemented containerization and orchestration with Docker, Kubernetes, and AWS ECS
Experienced in cloud services – AWS S3, SQS, EC2, and serverless functions
Designed microservices-based architectures with efficient service-to-service communication
Strong database expertise: relational (PostgreSQL, MySQL), NoSQL (MongoDB, Redis), and vector DBs (Milvus, Chroma)
Built and optimized data pipelines for text, images, and PDFs, including vectorization and retrieval
Implemented CI/CD pipelines for smooth deployment and delivery
Led and mentored junior engineers, conducted code reviews, and guided best practices
Collaborated cross-functionally with product and business teams to align features with organizational goals
Contributed to infrastructure automation using Terraform and Infrastructure as Code practices

PythonDjangoFastAPIREST APIsDockerKubernetes+9

Associate Engineer

Aug 2022 – Jul 2023 · 11 mos · Kochi, Kerala, India · On-site

Assisted in building and maintaining Python/Django applications under senior guidance
Wrote automation scripts to streamline routine tasks and improve efficiency
Gained exposure to AI/ML integration within business applications
Supported testing, debugging, and bug-fixing across development and UAT environments
Hands-on with databases (PostgreSQL, MySQL) for queries, schema updates, and data handling
Learned and applied version control (Git/GitHub) and Agile/Scrum collaboration practices
Participated in code reviews and documentation preparation
Supported cloud deployments and basic infrastructure tasks

PythonDjangoGitPostgreSQLMySQL