Hello, I'm

Ishan Abid Lagiwale

Big Data & AI/ML Engineer|

Computer Science Engineer with a 9.6/10 CGPA and hands-on DRDO experience building real-time streaming, observability, and LLM-powered autonomous systems.

9.6

CGPA / 10

1

Year at DRDO

2

Major Projects

3

Certifications

View My Work Get In Touch

Get To Know Me

About Me

I'm a Computer Science Engineer graduating with a 9.6/10 CGPA, currently working at DRDO (Defence Research & Development Organisation) as a Big Data & AI/ML Intern in Pune. Over the past year I've been building real-time streaming and observability systems using Python, Apache Kafka, Apache Spark/PySpark, Elasticsearch, and Kibana.

My core focus has been designing systems that don't just collect data but act on it — most notably ActLoop, an LLM-powered autonomous system-healing agent that can plan, evaluate, remember, and self-correct in response to live system anomalies. I enjoy working at the intersection of Big Data infrastructure and applied AI, and containerizing everything with Docker so it's reproducible from day one.

Location

Pune, Maharashtra, India

Education

B.Tech CSE · 9.6 CGPA

Current Role

DRDO Big Data & AI/ML Intern

Email

ishan.lagiwale@gmail.com

Where I've Worked

Experience

2025 – 2026

Big Data & AI/ML Intern

DRDO (Defence Research & Development Organisation) · Pune, Maharashtra

  • Engineered a real-time Big Data observability pipeline using Apache Kafka and PySpark to ingest and process CPU, disk, GPU, and system error telemetry.
  • Implemented real-time anomaly detection and event streaming, publishing normal and anomalous events through Kafka for continuous monitoring and analysis.
  • Developed ActLoop, an autonomous system-healing agent using LLM-based planning, critic evaluation, short-/long-term memory, anomaly detection, execution, verification, and retry workflows.
  • Integrated Elasticsearch, Kibana, and Streamlit for real-time system observability, remediation monitoring, and visualization, and containerized the distributed environment using Docker and Docker Compose.

Academic Background

Education

D. Y. Patil Agriculture and Technical University, Talsande

Bachelor of Technology (B.Tech.), Computer Science and Engineering

GPA: 9.6 / 10

2023 – 2026

D.Y. Patil Polytechnic, Kolhapur

Diploma, Computer Science Engineering

Completed

2020 – 2023

What I Work With

Skills

Programming

PythonSQLScala

Big Data & Streaming

Apache KafkaApache SparkPySparkReal-Time Data Processing

Data & Observability

ElasticsearchKibanaPandasNumPy

AI / ML

Machine LearningDeep LearningGenerative AILLMsAnomaly Detection

DevOps & Tools

DockerDocker ComposeGitGitHubStreamlitZookeeper

Things I've Built

Projects

Unified Big Data Observability Platform

Built an end-to-end observability platform for real-time compute systems, covering data ingestion, stream processing, indexing, monitoring, and visualization. Implemented Kafka and Spark/PySpark streaming with Elasticsearch and Kibana, containerized using Docker and Docker Compose for reproducible deployment.

KafkaPySparkElasticsearchKibanaDocker
View Code

Diabetic Retinopathy Detection

Developed a deep learning-based computer vision system for detecting diabetic retinopathy from retinal fundus images. Implemented image preprocessing and deep learning techniques to classify retinal images and assist in automated detection, evaluated using standard classification metrics.

Deep LearningComputer VisionPython
View Code

Verified Learning

Certifications

Databricks Fundamentals Accreditation

Databricks

2026

Applied Data Science

SmartBridge in collaboration with Google for Developers

2026

Cloud Practitioner

SmartBridge

2026

Let's Connect

Contact Me

Email

ishan.lagiwale@gmail.com

Phone

+91 96659 58032

Location

Pune, Maharashtra, India

LinkedIn

linkedin.com/in/ishanlagiwale