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Pronunciation: HEL-oh

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About Me

Background & Education

I hold a Master's degree in Information Systems from the University of Maryland, where I specialized in data engineering and machine learning. My academic journey equipped me with a strong foundation in computer science principles, statistical analysis, and modern data architectures.

My professional path has been driven by a passion for solving complex data challenges at scale. I've worked with Fortune 500 companies, academic institutions, and innovative startups, consistently delivering solutions that transform raw data into actionable insights.

What I Bring to the Table

Technical Excellence

  • Scalable Architecture: Designed systems handling 20M+ daily events
  • Performance Optimization: Reduced pipeline runtimes from 6 hours to 45 minutes
  • AI/ML Integration: Built RAG systems processing 100K+ documents
  • Cloud Expertise: Multi-cloud deployments on AWS, GCP, and Azure

Leadership & Impact

  • Cross-functional Leadership: Led teams delivering enterprise data platforms
  • Innovation Driver: Pioneered AI adoption reducing analysis time by 60%
  • Mentorship: Guided junior engineers in modern data practices
  • Business Value: Delivered solutions serving 6 Fortune 500 clients

Data Defender Challenge

Test your skills in this interactive data challenge game

Use arrow keys to move, SPACEBAR to shoot!

Score: 0
High: 0
❤️Lives: 3
Level: 1
Defend against data threats! Use arrow keys or mouse to move, SPACEBAR to shoot.
📄 Data (10pts) |🐛 Bug (20pts) |🦠 Virus (30pts)
Professional Journey

Experience

Innovation & Research

University of Maryland

Data Specialist

Sep 2023 – May 2025
College Park, MD

Applying cutting-edge data engineering and ML methods to solve real-world data challenges at scale.

Platform Engineering

Tiger Analytics

Senior Software Engineer - Data Platform

Jul 2021 – Jul 2023
Chennai, India

Led the efforts to build a self-serve data-fabric on AWS and GCP, used by 6 Fortune 500 clients to streamline enterprise data operations and analytics.

Data Engineering

Xenonstack Pvt. Limited

Intern & Software Engineer

Jan 2019 – Nov 2019
Chandigarh, India

Building the technical foundation that would shape my entire career in data engineering and MLOps.

Featured Projects

Data Fusion Engineering

Data Fusion Engineering

Google CloudDataflowBigQueryPython

Comprehensive data pipeline solution for processing and analyzing large-scale datasets using Google Cloud Platform services.

Intelligent Record Management

Intelligent Record Management

PythonNLPElasticsearchFastAPI

AI-powered document processing system with semantic search capabilities for efficient information retrieval.

Loan Default Prediction System

Loan Default Prediction System

PythonScikit-learnPandasMLflow

Machine learning model to predict loan defaults using historical data and advanced feature engineering.

Data Prep for Fintech Analytics

Data Prep for Fintech Analytics

Apache SparkAWSPythonAirflow

ETL pipeline for processing financial transaction data and generating actionable insights.

Monitoring EKS Cluster

Monitoring EKS Cluster

KubernetesPrometheusGrafanaAWS

Comprehensive monitoring solution for Kubernetes clusters with alerting and visualization.

Sports Analytics System

Sports Analytics System

PythonPandasTableauStatistics

Data analysis platform for sports performance metrics and predictive modeling.

Featured Articles

Insights and tutorials on data engineering, machine learning, and cloud technologies

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Tools & Technologies

Python
SQL
Scala
Bash
FastAPI
LangChain
DBT
Great Expectations
Pytest
Apache Spark
Apache Beam
Kafka
Airflow
Apache Iceberg
Airbyte
Terraform
Docker
Deequ
Redshift
BigQuery
Postgres
MySQL
DynamoDB
DuckDB
Neo4j
Elasticsearch
FAISS
BERT
LangChain
AWS Bedrock
RAG Systems
Knowledge Graphs
Transformers
LLM APIs
Python
SQL
Scala
Bash
FastAPI
LangChain
DBT
Great Expectations
Pytest
Apache Spark
Apache Beam
Kafka
Airflow
Apache Iceberg
Airbyte
Terraform
Docker
Deequ
Redshift
BigQuery
Postgres
MySQL
DynamoDB
DuckDB
Neo4j
Elasticsearch
FAISS
BERT
LangChain
AWS Bedrock
RAG Systems
Knowledge Graphs
Transformers
LLM APIs

Methods & Concepts

Core Engineering

Data Structures & Algorithms
Distributed Systems
MLOps
CI/CD Pipelines
GitOps
REST APIs
Backend Development
Server Side Programming

Data Architecture

Data Lakehouse Architecture
Data Mesh
Data Governance
ETL/ELT Pipelines
Real-time Data Processing
Data Warehousing
Data Cataloging
Streaming Analytics

AI & ML

RAG Systems
Vector Databases
Fine-tuning
Prompt Engineering
Model Deployment & Monitoring
Feature Engineering
Automated Machine Learning
Explainable AI

Advanced Systems

Event-Driven Architecture
Data Observability
Data Security
Federated Learning
Edge Computing
IoT Data Integration
Data Quality
Metadata Management
Academic Journey

Education

Building a strong foundation through academic excellence and continuous learning in technology and data science.

Master of Information Management

University of Maryland

2023 - 2025
College Park, MD
GPA3.97/4.0

Key Achievements

Specialized in Data Science and Machine Learning

Specialization

Received a full tuition scholarship for the entire course duration

Achievement

Participated in intramural sports and data science club activities

Activities

Bachelor of Engineering in Information Technology

Panjab University Chandigarh

2015 - 2019
Chandigarh, India
GPA7.72/10.0

Key Achievements

Thesis on classifying Wireless Sensor Networks using ML algorithms

Research

Member of the Panjab University Entrepreneurship Development Cell

Leadership

Participated in inter-university football championships

Sports

Let's Talk About Your Data Needs

Whether you're looking to build a data platform, optimize existing pipelines, or explore how AI/ML can enhance your data strategy, I'd love to hear from you.

Available for consulting, full-time opportunities, and collaborations