Agentic AI Engineer

I build agentic and generative AI systems that reach production — Advanced RAG pipelines, multi-agent workflows and the full-stack layer around them. Currently AI Engineer at ReadyForRole; previously AI/ML Intern at GTRE, DRDO, Bengaluru.

+7

Projects
shipped

+6

Engineering
roles

96%

Fault detection
accuracy

RecentProjects

AI Pre-Assessment Platform

Agentic AI · AWS Bedrock · Oct 2026

An AI job-readiness assessment platform with a three-agent pipeline on AWS Bedrock (Claude Sonnet) that generates role-specific MCQ/MSQ assessments, scores answers and writes personalised readiness reports. Question generation is grounded by a RAG pipeline using Titan Embeddings and semantic vector search on OpenSearch Serverless. Deployed with a Next.js frontend on AWS Amplify and a FastAPI backend on Elastic Beanstalk behind an Application Load Balancer, on PostgreSQL (RDS).

Multi-Agent Systems AWS Bedrock Titan Embeddings OpenSearch Serverless FastAPI Next.js

Enterprise AI Support Platform

Multi-Agent Systems · CrewAI · Aug 2026

A multi-agent customer support platform built with Agentic AI, Generative AI and Advanced RAG pipelines via CrewAI. Integrates AWS Bedrock, VectorDB, Embeddings and PostgreSQL with LangChain and LangGraph orchestration to power context-aware automated support workflows.

CrewAI LangChain LangGraph Advanced RAG VectorDB

Turbofan Engine Sensor Validation & Fault Identification

Predictive Maintenance · GTRE, DRDO · Mar 2026

A production-ready predictive maintenance pipeline for GTRE/DRDO turbofan engines achieving 96% fault classification accuracy. Real-time Streamlit dashboard with sensor validation, Remaining Useful Life prediction and anomaly detection using XGBoost and Isolation Forest models.

96% accuracy XGBoost Random Forest SVR Streamlit

Soil Nitrogen Prediction System

Machine Learning · NIR Spectroscopy · Mar 2026

An ML pipeline predicting soil nitrogen (kg/ha) from 21-wavelength NIR spectral data using SVR and ANN models, with SNV, Savitzky-Golay and PCA preprocessing, column normalisation and multi-model cross-validation selection.

Scikit-learn SVR / ANN PCA NIR Spectroscopy

Smart Glasses for Visually Impaired

Edge AI · IoT · Computer Vision · Oct 2025

A wearable assistive device with AI-powered object detection, obstacle avoidance and voice assistance, integrating real-time image processing and text-to-speech conversion to improve accessibility for visually impaired users.

ESP32 Computer Vision IoT Text-to-Speech

ExamsAI — AI Study Planner for Competitive Exams

LLM-Powered · Live deployment

A full-stack platform that generates personalised study plans for competitive exams using prompt-engineered LLM pipelines — turning a student's exams, dates and inputs into an actionable schedule. React + Material UI on Vercel, Flask REST API on Render, SQLite persistence and OpenAI API integration.

Live React.js Flask OpenAI API SQLite

Live demo → Source →

Where I'veWorked

CoreToolkit

AWS

AWS Bedrock

Claude Sonnet · Model platform

LC

LangChain

LLM framework

CA

CrewAI

Multi-agent systems

LG

LangGraph

Agent orchestration

Py

Python & FastAPI

Backend & ML services

N

Next.js & React

Frontend framework

PG

PostgreSQL & VectorDB

Data & embeddings

PT

PyTorch & TensorFlow

Model training

XG

XGBoost & Scikit-learn

Classical ML

Dk

Docker & Linux

Deployment

AIThoughts

More writing on medium.com/@bhaskar_15353 →

Let's workTogether