About

Using GenAI to architect production-ready software and data pipelines

Certifications

Achievements

Runner-up - Innovista Agentic AI Hackathon 2025
Winner - Ignite National Cyber Hackathon (Regional Round’23)
Winner - NasCon’23 Cyber Security Quiz Competition
Bronze Medalist - ICPC ‘22

Expertise

Work Experience

Software Engineer at Emumba

Boosted developer productivity and feature debugging/release times by enforcing AWS CDK-based infrastructure change management and creating a pipeline to automate code and infrastructure changes
Improved development times by 30% by enforcing SDLC best practices including clean architecture, SOLID principles and modular monolithic applications
Reduced operational cost for a client’s MVP by 60% by porting traditional services to an event-driven, serverless architecture
Reduced cost for a serverless streaming user data pipeline by shifting to a hybrid ingestion approach for a personalization application
Fine-tuned multiple open-source models to enable more natural conversations between a voice assistant and end users
Boosted user experience by providing personalization options via an agentic RAG service for a voice assistant
Led a team of 3 junior engineers to take an in-house PoC, around enterprise content generation, to an MVP
Leading a team of 4 on an in-production virtual assistant application
Enabled low-cost stay options in an AI-based travel application by building an end-to-end AI-based Airbnb listing analysis on Databricks and AWS

Associate Software Engineer at Securiti.ai

Built and configured scalable, multi-cloud platforms in Kubernetes using Helm Charts
Developed REST APIs in Golang, following security-by-design and information security principles

Trainee Software Engineer at Folio3 Software

Boosted sub-feature development times by introducing a dynamic form system for a cattle management application with .NET Core and React.js
Eliminated unwanted complexity and reduced cost by porting a simple Flask microservice to NestJS (also unifying codebase)
Improved code maintainability and development times by refactoring entire React.js codebase
Worked with LLMs for a “chat with documents” SaaS platform (RAG usecase)

Software Engineer Intern at National Centre for Cyber Security

Took into ownership a mobile acquisition feature for a digital forensics application, involving object detection and image processing techniques
Worked on developing port-scanning and server vulnerability assessment features for a penetration testing application using Flask and React.js
Performed research on the ISO27001 framework and conducted a thorough audit of a fictional company

Extracurricular Activities

Organizer, AWS GenAI Hackathon at Emumba

Organized the first GenAI hackathon at Emumba
Defined a problem statement related to the airline industry and helped with the end-to-end execution of a successful hackathon using AWS and open-source services
Provided winners with a chance to get incubated internally

Technical Secretary and Red Team Trainer at Cyberspace Legion

Training students new to the field of cyber security for red teaming practices
Giving Hands-on experience with various penetration testing tools with accordance to the cyber kill chain

Vice Coordinator CTF at NaSCon ‘23

Coordinating a national-level cyber security event
Designing and deploying challenges of various categories

CTF Organizer at ISYWSC ‘22

Organizing a national-level cyber security event
Designing and deploying challenges of various categories

Notable Work

DocCompass

DocCompass is a powerful, modular platform designed to ingest, index, and serve documentation for multiple frameworks. It leverages the Model Context Protocol (MCP) to provide intelligent, structured knowledge access for developers, teams, and AI agents.

FastAPI
FastMCP
PostgreSQL + PGVector
Pydantic AI
Celery
Docker Compose

Airbnb Data Analysis

An end-to-end modern Data Engineering project built on Databricks implementing a scalable Medallion Architecture (Bronze → Silver → Gold) with Delta Lake, automated transformations, and KPI-driven analytics.

Databricks
AWS
Delta Lake
Databricks Visualizations

uDroid Business [Client Project]

Building intelligent customer support agents for small and medium businesses

FastAPI
Pydantic AI
React.js
AWS
ElevenLabs
Twilio

uDroid.ai [Client Project]

Context-aware AI-based personal secretary that handles outbound phone calls to take care of trivial tasks such as restaurant reservations, dentals appointments, etc.

FastAPI
Pydantic AI
OpenAI
React.js
Websockets
AWS
ElevenLabs
Twilio

GenVoyage [Company Project]

AI-based personal concierge that knows you, learns about you and plans your trip for you

Databricks
AWS Glue
AWS Kinesis Data Streams
Amazon Connect
Amazon Bedrock (Agents)
FastAPI
React.js
Websockets

DevOps Copilot [Company Project]

Managing early-stage Kubernetes clusters on Slack with GenAI

Slack
Python
Kubernetes
AWS
Langgraph
Langchain

Data Command Center [Company Project]

Single source of truth for enterprise data governance

Go Kubernetes Helm AWS

Cattlytics [Company Project]

Smart ranch management system

.NET Core
Microsoft SQL Server
React.js
AWS

ChatBuddy Pro [Company Project]

Bringing intelligent chatbots to your website

NestJS
Flask
React.js
PostgreSQL
AWS
PM2

Crack the Case

Personalized and immersive cyber security training platform for individuals and organizations

Firestore
Google Cloud Functions
Python
FastAPI
React.js
WebRTC

دفاعی

An artificially intelligent web application intrusion detection system

Python
Flask
HTML/CSS/Bootstrap
JQuery
Socket.io
Scikit-learn