Karthik AI Lab

AI ENGINEERING PROFILE

Karthik Sridatta
Building backend systems and applied AI products that scale.

Software Engineer | AI/ML Developer | Backend Specialist | Prompt Engineer

ISE student with strong systems thinking, production API experience, and deep interest in LLM workflows, NLP, and model-driven product development. National hackathon winner focused on building practical, high-impact AI software.

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Capability Infographics

8.68

Current CGPA in Information Science and Engineering at DSATM.

10k+

UI elements used in training data for dark pattern detection models.

500

Students coordinated in a full-scale intercollegiate hackathon event.

Data and Features

Design robust datasets, engineer feature pipelines, and prepare inference-ready inputs.

Model Design

Build CNN and NLP architectures with clear evaluation targets and tradeoff metrics.

API Integration

Expose model services using REST APIs with JWT auth and scalable backend patterns.

Product Impact

Ship practical systems focused on reliability, user trust, and measurable outcomes.

Featured AI and Backend Projects

Decentralised Online Voting System

Tamper-proof voting workflow with blockchain-backed integrity checks, RBAC, and secure JWT-based access control.

DjangoBlockchainJWT

AI Dark Pattern Detector

Deep learning pipeline combining CNN and NLP for deception pattern detection with 91% model accuracy.

CNNNLPREST API

Agri-Tech IoT Marketplace

Real-time sensor ingestion and farmer marketplace architecture that increased revenue opportunities by 15%.

FlaskIoTPostgreSQL

Poverty Awareness AI Platform

Full-stack recommendation system with reusable React components and decoupled Flask service design.

ReactMLFlask