AI/ML & Cloud Engineer

Designing reliable AI experiences for people

I blend generative AI, machine learning, and cloud-native engineering to deliver products that feel intentional, fast, and human-friendly.

CoreGenAI, CV, NLPCloudAWS / GCP / FirebaseWebNext.js / Django / REST

Product thinking

Impact over novelty

Shipable AI features with measurable outcomes.

Delivery

Full-stack builds

From prompt engineering to dashboards and auth.

Reliability

Performance & A11y

Audits, lazy loading, semantics, and observability.

Currently shipping

Open to collaborations

GenAI product experiments

Prompt engineering, evaluations, and safety guardrails.

Cloud-native shipping

Next.js + Django services deployed on AWS/GCP with CI/CD.

Data to experience

Computer vision and NLP models wired into polished UIs.

EmailLinkedInGitHub

Resume

Resume Snapshot

Snapshot of current focus areas. Preview the PDF inline or download a copy.

Summary

What I do

Updated regularly
  • Ship generative AI and ML features end-to-end with measurable impact.
  • Deliver full-stack experiences (Next.js/Django) with CI/CD on AWS and GCP.
  • Prioritize performance, accessibility, and observability for reliability.

Experience

AI/ML & Cloud Engineer

IvaTech Consulting (Remote)

Education

PG Dip Web Development

Conestoga College, ON

Experience

Professional Experience

Pairing generative AI, machine learning, and cloud to deliver products that are resilient, performant, and easy to iterate on.

IvaTech Consulting

Software Developer

Jun 2023 - Present
Mississauga, Ontario (Remote)
  • Shipped responsive web apps with React and Next.js, paired with Firebase for authentication and data.
  • Integrated REST APIs and client-side state (Redux/Context) with attention to DX and debuggability.
  • Audited performance and accessibility, closing gaps with lazy loading, image optimization, and semantic patterns.
  • Partnered with backend engineers to deliver full-stack features and deploy via GitHub Actions and Vercel.
React.jsNext.jsFirebaseVercelGitHub

Projects

Featured Projects

A mix of generative AI, computer vision, and web engineering work shipped across different stacks and deployment targets.

Human Emotion Recognition & Evaluation

#TensorFlow

Live

AI-powered web app that detects emotions using CNNs (FER2013 dataset) and provides adaptive responses through OpenAI API.

TensorFlowDjangoOpenAI API
Code Live
Automatic E-Challan Generation System

#Python

Traffic enforcement AI detecting helmet violations, recognizing license plates, and automating digital challan generation.

PythonYOLOv3OCROpenCV
Code
Generative AI Website Development

#Next.js

Live

Used prompt engineering to build production-ready websites like techbeetle.org, sakhyanalytics.com, and ivatechconsulting.com.

Next.jsOpenAI APILovable.dev
Code Live
Generative AI Chatbot

#Django

A domain-specific chatbot deployed on AWS EC2, providing real-time contextual Q&A with custom AI integration.

DjangoAWS EC2OpenAI API
Code

Skills

Skills & Competencies

The tools and disciplines I rely on to move fast, keep quality high, and ship end-to-end.

Languages

PythonJavaScript

ML / DL Frameworks

TensorFlowPyTorchScikit-learn

Core AI Areas

Computer VisionNLPGenerative AIPrompt Engineering

Cloud & Deployment

AWSGCPDockerFirebaseVercel

Web Technologies

React.jsNode.jsDjango

Tools & Practices

GitREST APIsCI/CD PipelinesAgile/Scrum

Education

Education & Certifications

A strong academic foundation paired with continuous learning across cloud, AI, and modern engineering practices.

Postgraduate Diploma in Web Development

Conestoga College, Ontario, Canada

Jan 2024 - Apr 2025

  • Focused on cloud computing, AI integration, full-stack development, and agile delivery.
  • Active in the Tech Club with regular hackathon participation and peer mentoring.

Bachelor of Engineering in Computer Science

Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya, India

Jan 2019 - Jun 2023

  • Graduated with strong computer science fundamentals and applied engineering projects.
  • Published research paper in IJSREM Journal (March 2023).

Certifications

Google Cloud FundamentalsCoursera / 2023Python ProgrammingCoursera / 2023AWS Cloud Practitioner (In Progress)Amazon Web Services / 2025

Highlights

Achievements & Highlights

Milestones that reflect momentum across community building, research, and continuous learning.

TB

Founder of Tech Beetle

2022 - Present

Founded and managed Tech Beetle, sharing AI innovations and product breakdowns while growing a community of tech enthusiasts.

R

Research Publication - IJSREM Journal

2023

Published research in the International Journal of Scientific Research in Engineering and Management (IJSREM), March 2023.

GC

Google Cloud Fundamentals

2023

Completed the Google Cloud Fundamentals specialization on Coursera.

PY

Python Programming - Coursera

2023

Certified in Python programming fundamentals and problem solving.

AWS

AWS Cloud Practitioner (In Progress)

2025

Currently pursuing the AWS Certified Cloud Practitioner certification.

Contact

Get in Touch

Tell me about your next AI, ML, or cloud project. I'm quick to respond and happy to share ideas even if you're still exploring.

Prefer a direct note?

Reach me directly at chakilamsriranga@gmail.com or drop a message on LinkedIn.

Available for collaborations, freelance builds, and technical consulting.

Focus areas: generative AI, ML systems, full-stack web, and cloud deployments.

Time zones: EST-friendly with flexible hours for global teams.

EmailLinkedInGitHub