Custom Data/ML Solutions for Small and Medium Businesses
Intellinum Analytics Inc. is a dynamic force empowering businesses through data engineering, data science, and AI technology applications. As a leader across all phases of the business, I drive strategic client engagements in diverse vertical markets such as Healthcare, AdTech, Retail, Financial Services, and Telco. Key in elevating overall operation performance, my contributions extend from the ideation phase to the execution of data-driven solutions.
S P A R K. O P T I M I Z A T I O N S
Client: Mobiquity Networks
Achievements:
• Optimized 15 Spark jobs on Kubernetes, reducing costs by 70-80%.
• Developed Spark utility functions for handling skewed keys.
• Established JupyterHub on Kubernetes, reducing test-run cycles from 2 hours to 2 minutes.
Keywords: Spark on Kubernetes, Java, Scala, Pyspark, AWS
A I - B A S E D. C A M P A I G N. O P T I M I Z A T I O N S
Client: Advangelists
Achievements:
• Closed $750,000 in media spend, secured 3 enterprise accounts.
• Developed custom bidding models and data synchronization pipelines.
• Achieved up to 112% performance uplift in campaigns.
Keywords: Adtech, RTB, DSP, Matillion, Spark, AWS EMR, Time series analysis, A/B test
A I - D R I V E N. M E D I A. B U Y I N G. P L A T F O R M
Client: Mobiquity Networks
Achievements:
• Grew AI capabilities, increasing revenue by 300%.
• Built identity graph and clustering frameworks.
• Developed ML solutions for audience segmentation and ad fraud prevention.
Keywords: Adtech, RTB, DSP/DMP, Hadoop, Hive, Spark, AWS EMR/Glue/SageMaker/Kinesis, Databricks, Neo4j, Tensorflow
M O B I L E. L O C A T I O N. I N T E L L I G E N C E
Client: Mobiquity Networks
Achievements:
• Built data science products, reducing infrastructure costs by 60%.
• Developed geospatial algorithms and a 1.2PB data lake.
• Delivered audience segments to 20+ partners.
Keywords: Geospatial analysis, Spark, Delta lake, AWS EMR, Athena, Redshift, Glue, SageMaker, Lambda, Kinesis
A I - P O W E R E D. C L I N I C A L. L A B. T E S T. D A T A. P L A T F O R M
Client: Prognosis
Achievements:
• Improved ETL pipeline efficiency by 18%.
• Developed deep-learning models for risk scoring and medical NLP solutions.
Keywords: Databricks, Spark, Tensorflow, NLP, Pilosa, Amazon Neptune
R E C O R D . L I N K A G E
Client: People Data Labs
Achievements:
• Built record linkage solution, creating a dataset of 1.5 billion individuals.
• Reduced data processing time from days to hours.
Keywords: Entity resolution, Record linkage, NLP, Spark, Python, Jupyter, Cloudera, Redis, ELK stack
C O N N E C T E D. H E A L T H C A R E . D A T A. P L A T F O R M
Client: InsightZen
Achievements:
• Built a HIPAA/HITRUST compliant healthcare data platform.
• Developed algorithms for cost prediction and collaborated on diabetes care research.
Keywords: Healthcare, Payer, Life science, Spark, Python, Jupyter, AWS Sagemaker, Tensorflow, AWS EKS, Kubernetes, OpenAI Gym
