Hi, I'm Omer Khan Jadoon
Omer Khan Jadoon is a dedicated and outcome-oriented Generative AI Engineer and Consultant, having over four years of comprehensive experience in the domains of machine learning, predictive analytics, and Generative AI. My expertise extends to building RAG pipelines, fine-tuning LLMs, Training ML/DL models, data visualizations and advanced data analytics .
What I Do
AI Consultancy
I guide businesses through the evolving landscape of emerging technologies like Artificial Intelligence, Generative AI helping them understand and harness its potential to drive innovation and growth.
Web Development
I specialize in crafting modern web applications using leading frameworks such as React, NextJS, Django, and Flask, with a prime focus on developing intuitive interfaces for AI models.
AI Development
I specialize in assisting enterprises with the design and implementation of AI-based models, tailoring solutions to enhance operational efficiency, innovation, and competitive advantage.
Data Engineering
I provide comprehensive data engineering services, specializing in the construction of robust data pipelines, data cleaning, ETL processes, exploratory data analysis, and big data management.
Data Analytics
I offer specialized data analytics services with expertise in Power BI and Tableau, capable of managing and analyzing large datasets. My focus is on transforming complex data into clear, actionable insights that drive strategic decision-making and business growth.
MLOPs/ LLMOps
I specialize in developing CI/CD pipelines for machine learning models. My expertise ensures efficient, scalable, and reliable deployment of your ML models, streamlining operations and facilitating seamless updates and management.
My Portfolio
Zomato Food Sales Insights Dashboard
- Project Description A dynamic and insightful Zomato Food Sales Dashboard in Qlik Sense to analyze Zomato Food Sales. 📊💡 Leveraging the power of data visualization to uncover trends, optimize strategies, and make informed decisions. Let's turn raw data into actionable insights!
KP Flood Fund Management Dashboard in Microsoft Power BI
Description
The KP Flood Fund Management Dashboard in Microsoft Power BI is a powerful tool designed to efficiently manage and monitor financial aspects related to flood relief funds. Leveraging the capabilities of Power BI, this dashboard provides a comprehensive view of critical financial information.
My Resume
Education
MS in Artificial Intelligence
Friedrich-Alexander-Universität Erlangen-Nürnberg (2022 - present)
BS in Software Engineering
The University of Haripur (2016 - 2020)
Secondary School Education
BISE Abbottabad (2014 - 2016)
Image: Omer Khan Jadoon recieving Degree and Gold Medal from KPK Minister of Education
Experience
Generative AI & Machine Learning Consultant
Amidiro GmbH - (Dec 2023 - Present)
- Amidiro Audio Assistant: Led development, improving lead conversion by 20% and reducing call time by 15%.
- YOLO v9 Fine-Tuning: Fine-tuned on FireNet dataset and built automated safety report pipelines using LLMs.
- Data Automation: Automated data extraction from Handelsregister to AWS DynamoDB using OpenAI ChatGPT.
- Training Programs: Designed training on LLM fine-tuning, Retrieval-Augmented Generation (RAG), and prompt engineering.
- Knowledge Pipelines: Built internal RAG pipelines and integrated insights from recent research papers.
Working Student Machine Learning Engineer
Remote Native GmbH - (April 2023 - OCT 2023)
- Synthetic Dataset: Generated ~5M e-commerce records using LLMs to train a custom BERT model for NER.
- Image Segmentation: Fine-tuned Segment Anything model for segmentation, background removal, and analysis with a Streamlit interface.
- 3D Object API: Built a RESTful API to convert product videos into 3D objects.
- MLOps Pipeline: Developed an ETL, model training, and deployment pipeline in Azure Databricks.
- Virtual Try-On: Created a virtual try-on app using computer vision for clothing and color variations.
Artificial Intelligence Engineer
Advance Telecom Solutions - (July 2022 - April 2023)
- Azure Pipelines: Set up fine-tuning and evaluation pipelines on Microsoft Azure.
- Custom Models: Trained and deployed custom Computer Vision and NLP models on Azure Cloud.
- Recommendation System: Built an advanced recommendation system for car dealership stores.
- Generative AI Training: Designed and conducted Generative AI training sessions with universities.
- Data Pipelines: Worked on ETL, batch scoring, stream processing, and visualization using Power BI.
Assistant Manager Artificial Intelligence Lab
National Radio Telecom Corporation of Pakistan (OCT 2021 - June 2022)
- AI & Big Data Lab: Built an AI and Big Data Lab with a private cloud for KPK Police, Pakistan.
- OSINT Development: Developed Open Source Intelligence (OSINT) tools for social media and criminal analysis.
- Interactive Dashboards: Created dashboards in Qlik Sense and a custom ETL system for telecom data.
- Link Analysis Platform: Developed a platform to analyze terrorist group activities in Pakistan.
- Recognition Systems: Built Facial Recognition and Automatic Number Plate Recognition (ANPR) systems.
- Team Leadership: Led a team of 5 professionals.
Lead Software Engineer
Jadoon Technologies Pvt Ltd (Feb 2019 - OCT 2021)
- Cross-Platform Development: Built mobile and web apps using Next.js, React.js, ASP.NET, and Django.
- Data Analytics: Performed web scraping, data analytics, and exploratory data analysis (EDA).
- ML & DL Models: Developed machine learning and deep learning models for visual analysis, emotion detection, and road safety.
Key Achievements
Chancellor's Award
University of Haripur (2016 - 2020)
HEC Merit based Scholarship
Higher Education Commission, Pakistan (2018 - 2019))
.
Hult Prize University Winner
University of Haripur (2016 - 2020)
POF Merit Based Scholarship
Pakistan Ordinance Factory (2012 - 2014))
Tools / Technologies
My Blog
Exploring the Heart of Two Continents: My Unforgettable TourIstanbul Experience
Discovering the Historic Charm of Nuremberg: A Traveler’s Tale
Nestled in the heart of Bavaria, Germany, Nuremberg is a city where history and modernity intertwine in the most fascinating ways. Known for its medieval architecture, deep-rooted history, and vibrant cultural scene, Nuremberg beckoned me with the promise of unforgettable experiences. As I wandered through its streets, I was captivated by the city’s ability to preserve its past while embracing the present. This is the story of my journey through Nuremberg, a city that wears its history with pride and invites travelers to delve into its rich tapestry of experiences.
The Medieval Marvel: Nuremberg Castle
My adventure began at the iconic Nuremberg Castle, a formidable fortress perched atop a sandstone ridge overlooking the city. As I ascended the hill, the panoramic views of the cityscape below took my breath away. The castle, which dates back to the Middle Ages, served as a residence for emperors of the Holy Roman Empire, making it a cornerstone of European history. Exploring its ramparts and towers, I was transported back in time, imagining the myriad of historical figures who once roamed these halls.
A Journey Through Time: The Germanic National Museum
Nuremberg’s dedication to preserving its heritage is exemplified by the Germanic National Museum, Germany’s largest museum of cultural history. Walking through its exhibitions, I was enthralled by the extensive collection of artifacts that span from the Stone Age to the present day. Each exhibit told a story, from ancient runestones to masterpieces by Albrecht Dürer, a renowned son of Nuremberg. The museum not only showcased the city’s history but also the broader cultural evolution of the Germanic peoples.
Culinary Delights: Experiencing Nuremberg’s Cuisine
No journey through Nuremberg would be complete without indulging in the local cuisine. I found myself drawn to the bustling Hauptmarkt, the city’s central market square, where vendors sell everything from fresh produce to traditional Franconian specialties. I savored a plate of Nuremberg Rostbratwürste, small, flavorful sausages that are a local delicacy, accompanied by a serving of sauerkraut and a hearty dollop of mustard. The experience was a delicious immersion into the local culture, a taste of the region’s culinary heritage.
Reflecting on History: The Documentation Center Nazi Party Rally Grounds
A visit to Nuremberg would not be complete without acknowledging its darker chapters. The Documentation Center Nazi Party Rally Grounds serves as a poignant reminder of the city’s role in the 20th century’s most tragic events. The museum, housed in the unfinished Congress Hall of the Nazi Party rally grounds, provides a comprehensive and sobering look at the rise and fall of the Nazi regime. Walking through the exhibits, I was moved by the thoughtful presentation and the emphasis on education and remembrance. It was a powerful experience that highlighted the importance of learning from history to ensure such atrocities are never repeated.
The Verdict: Nuremberg’s Enduring Legacy
As my journey through Nuremberg came to an end, I found myself reflecting on the city’s profound ability to tell its own story. From the towering spires of its medieval churches to the silent halls of its museums, Nuremberg is a city that speaks to the traveler’s soul. It is a place where history is not just remembered but lived, a city that holds its past and future in a delicate balance.
For anyone seeking to explore the depths of German history and culture, Nuremberg is a destination that offers an unparalleled experience. It is a city that welcomes all who come with open arms, ready to share its stories and secrets. As I bid farewell to Nuremberg, I knew that the memories of my time here would linger long in my heart, a reminder of the enduring charm and resilience of this remarkable city.
Lets Get In touch
Omer Khan Jadoon
Gen AI Engineer & ConsultantI am available for part time/full time freelance work. Connect with me via email or phone.
Phone: +49 176 68310746 Email: [email protected]