Shreyas M Chanabasannavar — AI/ML & design engineer

Shreyas M Chanabasannavar, an AI/ML engineer and developer based out of Bengaluru, building intelligent software systems, computer vision tools, and high-performance web applications.

Usually lead or sole developer, responsible for front-end architecture, animation, interaction and CMS, alongside international agencies and creative teams. Freelance, and available to studios and clients anywhere.

9.825 CGPA — Microsoft & AWS Certified.

Featured work

  • AgriMate — AI-assisted agricultural market intelligence platform designed for small and marginal farmers, powered by verified APMC mandi records for price clarity and crop forecasting.
  • PaarakhMetric — Mobile-first legal metrology and statutory compliance audit system for field inspectors. Features multimodal computer vision OCR, real-time Firebase sync, and automated digital seizure memos.
  • Drone Aero Lab — A 3D flight assembler sandbox city featuring DJI drone configurations. Models lifting physics, payload weight adjustments, motor thrust, and drag factors.
  • Library System — An automated borrower and book inventory tracker with penalty and fine calculators. Created for freshman engineering programming labs using files operations.
  • Jan-Sathi — Citizen helper eligibility portal matching government support options with profiles. Employs strong typed data validation fields for public schemes query.
  • AI Agents in Foundry — Autonomous multi-agent orchestration architecture utilizing Microsoft Foundry suite. Leverages cognitive vector search, structured tool bindings, and prompt execution graphs.
  • MLOps Architecture — Comprehensive Machine Learning Operations lifecycle implementation covering data drift monitoring, automated retraining pipelines, experiment tracking, and production model serving.
  • Cloud Data Protection — Resilient cloud storage and data protection architecture designed for high-availability enterprise environments, with zero-trust role-based access control and snapshot redundancy.

Elsewhere

AgriMate

PaarakhMetric

Drone Aero Lab

Library System

Jan-Sathi

About me
Projects/Certifications
shreyasm1200@gmail.com

Hi, my name is

Shreyas M Chanabasannavar.

I build intelligent software systems.

I'm an AI/ML engineering student at B.M.S. College of Engineering in Bengaluru, building intelligent software systems, computer vision tools, and modern web applications.

Check out my projects!

01. About Me

Hello! My name is Shreyas and I enjoy building intelligent systems, computer vision algorithms, and reliable software tools for real-world impact. My journey began with algorithmic problem solving and low-level software engineering.

I'm studying Artificial Intelligence & Machine Learning at B.M.S. College of Engineering in Bengaluru with a 9.825 CGPA. My work bridges the gap between machine learning models, cloud backends, and production web interfaces.

I've had the opportunity to develop statutory packaging audit platforms (PaarakhMetric), agricultural price forecasting networks (AgriMate), and 3D flight assembler sandboxes (Drone Aero Lab).

Here are a few technologies I've been working with recently:

  • Python (PyTorch / OpenCV)
  • TypeScript / JavaScript
  • React 19 / Next.js
  • FastAPI & Node.js
  • AWS S3 & Cloud Storage
  • Firebase & Supabase
  • Azure & MLOps Pipelines
  • Three.js & WebGL
Shreyas M Chanabasannavar

02. Education & Academics

B.E. in Artificial Intelligence & Machine Learning @ B.M.S. College of Engineering

2024 — Present · Bengaluru, India

  • Pursuing Bachelor of Engineering in Artificial Intelligence & Machine Learning with a 9.825 CGPA.
  • Mastering core foundational disciplines: Data Structures & Algorithms, Operating Systems, Computer Architecture, Discrete Mathematics, and Linear Algebra.
  • Active in collegiate hackathons and technical symposiums representing BMSCE, developing systems including PaarakhMetric and AgriMate.
  • Focusing on systems engineering, low-level algorithmic efficiency, and object-oriented programming laboratories.
B.E. AIML · 9.825 CGPA

Core Computer Science & AI Curriculum @ B.M.S. College of Engineering

Undergraduate Engineering Disciplines · Bengaluru, India

  • Data Structures & Algorithms: Trees, graph traversals, dynamic programming, and computational complexity analysis.
  • Systems & Architecture: Operating systems, process synchronization, memory management, and digital computer architecture.
  • Applied Mathematics: Linear algebra, discrete mathematics, multivariable calculus, and computational logic.
  • Software Engineering: Database management systems (SQL/DBMS), object-oriented programming, and web engineering.
Technical Coursework

Applied Systems & Prototyping @ BMSCE Hackathons

Hackathons & Laboratory Engineering · Student Projects

  • AgriMate: AI-assisted agricultural market intelligence platform powered by verified APMC records.
  • PaarakhMetric: Mobile-first statutory packaging audit system featuring computer vision OCR label verification.
  • Jan-Sathi: Citizen helper eligibility portal created for PROTOCOL BMSCE hackathon.
  • Collaborated with student peers across software systems engineering, backend API integration, and database design.
View Projects ↗

03. Certifications & Credentials

Developing Agents in Microsoft Foundry @ Microsoft Applied Skills

Verified Credential · Microsoft Learn

  • Architected multi-agent execution graphs using Microsoft Foundry cognitive services.
  • Engineered structured tool-binding schemas, vector retrieval-augmented generation (RAG), and deterministic prompt graphs.
Verify Credential ↗

Machine Learning Operations (MLOps) @ Microsoft & Coursera

Verified Credential · Microsoft Learn

  • Engineered automated ML CI/CD deployment pipelines, model registry lifecycle management, and dataset versioning.
  • Configured real-time data drift monitoring, automated model retraining triggers, and latency benchmarks.
Verify Credential ↗

AWS Educate Generative AI Foundations @ Amazon Web Services

Verified Credential · Credly

  • Demonstrated comprehensive mastery of foundation model architectures, attention mechanisms, and fine-tuning paradigms (LoRA/PEFT).
  • Implemented cloud-native GenAI workflows using Amazon Bedrock, Titan models, and vector embeddings.
Verify on Credly ↗

Artificial Intelligence Fundamentals @ IBM SkillsBuild

Verified Credential · Credly

  • Verified competency in deep learning architectures, supervised & unsupervised machine learning algorithms, and AI governance.
  • Evaluated predictive model confidence, loss functions, and ethical compliance frameworks.
Verify on Credly ↗

Web Development Fundamentals @ IBM SkillsBuild

Verified Credential · Credly

  • Architected standards-compliant responsive interfaces, DOM optimization pipelines, and client-server RESTful APIs.
  • Focused on performance-driven front-end engineering, web accessibility (WCAG), and responsive UX ergonomics.
Verify on Credly ↗

Cloud Storage & Data Protection @ Google Cloud

Verified Credential · Credly

  • Designed resilient enterprise storage topologies with snapshot redundancy, geo-replication, and zero-trust IAM roles.
  • Implemented automated retention lifecycle rules, server-side encryption (KMS), and high-availability backup systems.
Verify on Credly ↗

04. Projects

  • Project

    AgriMate

    AI-assisted agricultural market intelligence platform designed for small and marginal farmers, powered by verified APMC mandi records for real-time price clarity, regional arbitrage detection, and predictive crop forecasting.

    • Next.js
    • FastAPI
    • APMC Mandi
    • AWS S3
    • AI Forecasting
    AgriMate Screenshot

  • Project

    PaarakhMetric

    Mobile-first statutory packaging compliance audit platform for field enforcement inspectors. Features multimodal computer vision OCR for statutory label recognition, real-time Firebase sync, and automated digital seizure memos.

    • Flutter
    • Firebase
    • Vision OCR
    • Legal Metrology
    • Audit Automation
    PaarakhMetric Screenshot

  • Project

    Drone Aero Lab

    A 3D flight assembler sandbox city featuring DJI drone configurations. Models aerodynamic lifting physics, payload weight adjustments, motor thrust dynamics, and real-time computational drag vectors in Three.js.

    • Three.js
    • WebGL
    • Physics Engine
    • Drone Dynamics
    • Vercel
    Drone Aero Lab Screenshot

  • Project

    Jan-Sathi

    Citizen helper eligibility portal matching government support options with profiles. Employs strong typed data validation fields for public schemes query, built for the PROTOCOL BMSCE Hackathon with multimodal Gemini AI triage.

    • React
    • TypeScript
    • Civic Tech
    • Gemini AI
    • GovTech
    Jan-Sathi Screenshot

  • Project

    Library System

    An automated borrower and book inventory tracker with fine and penalty calculators. Created for freshman engineering programming labs using persistent file operations and relational checkout integrity.

    • Python
    • Streamlit
    • Inventory Tracking
    • Lab Automation
    Library System Screenshot

  • Project

    Kisan Sathi

    Comprehensive agricultural advisor platform connecting farmers with real-time market prices, regional meteorological advisories, and crop health diagnostic assistance.

    • React 19
    • AI Diagnostic
    • AgriTech
    • Weather API
    Kisan Sathi Screenshot

05. What's Next?

Get In Touch

I'm currently focused on my engineering studies at B.M.S. College of Engineering, but my inbox is always open. Whether you have an inquiry about my projects, collaboration opportunities, or just want to say hi, I'll do my best to get back to you!

Say Hello