Vamsi Krishna — Software Engineer

🔧 Backend Engineer | DevOps | MLOps | Generative AI | Agentic AI Builder 💡 Passionate about crafting scalable systems, automating infrastructure, and deploying AI-driven apps that solve real-world problems. 🚀 Web & API Development • Built scalable web apps using Django (MVT) architecture • Designed custom Django models with ORM for seamless DB interaction • Developed secure, high-performance REST APIs using JWT/OAuth2 • Integrated and optimized MySQL/SQL databases for speed & reliability 🐳 Containerization & Orchestration • Dockerized apps with efficient Dockerfiles and Docker Compose setups • Managed private image registries and secure CI pipelines • Deployed to Kubernetes (k8s) clusters (cloud-managed & on-prem) • Created Deployments, Services, ConfigMaps, Secrets, PVs/PVCs • Configured Liveness/Readiness probes for high-availability ⚙️ CI/CD & Automation • Built robust Jenkins pipelines to automate build, test, and deploy flows • Integrated JUnit & SonarQube for testing and code quality enforcement • Automated infrastructure tasks with Shell scripts and Python ☁️ Cloud & IaC (Infrastructure as Code) • Used Terraform to provision AWS & Azure: VPCs, IAM, RDS, Buckets, GKE • Created reusable templates for scalable, secure deployments 📈 Monitoring & Alerting • Integrated Prometheus & Cosmos APIs to build custom alerts • Enabled real-time incident response with threshold-based triggers 🧠 NLP & Generative AI • Experience in tokenization, TF-IDF, Word2Vec, GloVe • Built models with RNN, LSTM, GRU, Transformers • Worked with BERT, RoBERTa, GPT, LLaMA, Falcon — fine-tuning, embeddings • Developed GenAI apps using LangChain, LlamaIndex, OpenAI, RAG • Built chatbots, Q&A systems, and multimodal apps with Whisper & DALL·E 🛍️ E-commerce & Personalization • Led onboarding of Spotlight modules on a major platform • Enabled personalized experiences with dynamic content targeting 👥 Team Collaboration & Agile • Practiced Agile (Scrum) – daily stand-ups, sprint planning & delivery • Promoted clean Git workflows, PR reviews, and CI best practices

Stackforce AI infers this person is a Backend Engineer specializing in AI-driven applications and DevOps in the E-commerce and AI industries.

Location: Bengaluru, Karnataka, India

Experience: 2 yrs 5 mos

Skills

Django
Devops
Artificial Intelligence
Java Full Stack

Career Highlights

Expert in building scalable web applications with Django.
Proficient in deploying AI-driven applications using Generative AI.
Strong experience in DevOps practices and CI/CD automation.

Work Experience

Flipkart

Python Developer with GCP (1 yr 1 mo)

Ericsson

Python Developer with GCP (1 yr 4 mos)

Pantechelearning

Java Full Stack Developer (6 mos)

Education

B.Tech at Jawaharlal Nehru Technological University, Kakinada

Vamsi Krishna

Software Engineer

Bengaluru, Karnataka, India2 yrs 5 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building scalable web applications with Django.
Proficient in deploying AI-driven applications using Generative AI.
Strong experience in DevOps practices and CI/CD automation.

Stackforce AI infers this person is a Backend Engineer specializing in AI-driven applications and DevOps in the E-commerce and AI industries.

Contact

Skills

Core Skills

DjangoDevopsArtificial IntelligenceJava Full Stack

Other Skills

PythonREST APIMySQLKubernetesJenkinsDockerLinuxGitGithubMavenSonarQubeOWASPTrivyPrometheusGrafana

About

Experience

2 yrs 5 mos

Total Experience

1 yr 3 mos

Average Tenure

1 yr 1 mo

Current Experience

Flipkart

Python Developer with GCP

Apr 2025 – Present · 1 yr 1 mo · Bengaluru, Karnataka, India

DjangoDevOps

Ericsson

Python Developer with GCP

Dec 2023 – Apr 2025 · 1 yr 4 mos · Noida, Uttar Pradesh, India · Hybrid

Extensively involved in developing web application.
Experience in writing DJANGO web framework to build MVT architecture web application and
customized model creation and in-built ORM functionalities.
Hands on experience in PYTHON, DJANGO, REST API and WEB Technologies, Proficiency in PYTHON.
Experience in working with integration of Python with MySQL, SQL.
Having experience to developing the end point URLs using REST API. Having experience to providing
the Security to API.
Having experience to generating the Token values for API access.
Hands on experience in ORM and Django, Rest Framework.
Having a experience in DevOps tools like Kubernetes, Jenkins, Docker, Linux, Git, Github, Maven,
SonarQube, OWASP, Trivy, Prometheus & Grafana and Terraform etc.
Having experience in GCP Services Of Computing Services, Storage Services, Serverless services and
SAAS Services.
Having Exeperience in AWS Serverless Services like Lamba, Elastic Beanstalk,EKS etc.
Led the onboarding and mapping of Spotlights modules on an e-commerce platform, enabling dynamic
content targeting and enhancing personalized user experiences across key product categories.
Developed and configured automated alerting mechanisms by integrating Prometheus and Cosmos
APIs, setting custom threshold-based triggers to monitor system health and send real-time alerts via
APIs for proactive incident response.
Hands-on experience in NLP and Deep Learning, covering tokenization, vectorization (TF-IDF,
Word2Vec, GloVe), RNN, LSTM, GRU, and Transformer architectures.
Worked on BERT, RoBERTa, GPT, and open-source LLMs (LLaMA, Falcon) with fine-tuning, embeddings,
and Seq2Seq models using Attention Mechanism.
Built Generative AI apps using OpenAI, LangChain, RAG pipelines, LlamaIndex, and deployed solutions
using Flask and AWS.
Executed end-to-end projects on chatbot development, text classification, Q&A systems, and
multimodal apps with Whisper and DALLE.