Skip to main content

Tech Consulting

Custom Data/ML Solutions for Small and Medium Businesses

Tech Consulting

Client Information​

  • Client: Intellinum Analytics
  • Role: Founder
  • Year: 2017

What is Intellinum Analytics​

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.

Consulting Work

Consulting Projects​

SPARK OPTIMIZATIONS​

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

AI-BASED CAMPAIGN OPTIMIZATIONS​

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

AI-DRIVEN MEDIA BUYING PLATFORM​

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

MOBILE LOCATION INTELLIGENCE​

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

AI-POWERED CLINICAL LAB TEST DATA PLATFORM​

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

RECORD LINKAGE​

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

CONNECTED HEALTHCARE DATA PLATFORM​

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

Services Provided​

  • Data Engineering: ETL pipelines, data warehousing, real-time data processing
  • Machine Learning: Custom algorithm development, model deployment, MLOps
  • AI Solutions: Natural language processing, predictive analytics, recommendation engines
  • Cloud Architecture: AWS infrastructure design and optimization
  • Technical Leadership: Project management, team mentoring, technology selection

Technical Expertise​

  • Languages: Python, Scala, Java, SQL
  • Frameworks: Spark, Tensorflow, Kubernetes
  • Cloud Platforms: AWS (EMR, SageMaker, Glue, Kinesis, Lambda)
  • Databases: Redshift, Neptune, Neo4j, Redis, ElasticSearch
  • Big Data: Hadoop, Hive, Delta Lake, Databricks