Jatin M.

About Me

Jatin is a seasoned AI/ML Engineer with 10+ years of industry expertise building innovative enterprise data solutions leveraging both cloud and on-prem technologies. He is a self-starter with great communication skills, a solid understanding of AI, Data Science, advanced statistics, Machine Learning, data mining, and visualization techniques. Jatin creates and maintains new data pipelines on projects using data at scale, implementing critical ETL pipelines, and advancing best practices in a fast-paced, collaborative, inclusive, and iterative delivery environment.

AI, ML & LLM

Backend

Database

DevOps

Other

Work history

UpStack
UpStack
AI/ML Engineer
2020 - Present (5 years)
Remote
  • Delivering data warehouse and ETL solutions as part of an Agile team using advanced ML techniques to improve performance and processes.

  • Helping build and improve infrastructure, application, and performance development and ensuring tight security including data encryption, security groups, and environment scanning.

  • Ensuring high-quality deliverables and implementing DevOps and security best practices in fast-paced environments.

Next AI
Next AI
Mentor (AI/ML)
2020 - Present (5 years)
Remote
  • Working as a technical advisor to early-stage AI startups, contributing to all aspects of the development process and incorporating standards and best practices into engineering solutions.

  • Mentoring software engineers within Next AI ventures, developing re-usable frameworks and reviewing design and code produced by engineers.

  • Providing expert-level advice to data scientists, data engineers, and operations for the delivery of high-quality solutions on projects.

NestReady
NestReady
Head of AI
2019 - 2020 (1 year)
Montreal, Canada
  • Built new data pipelines and ML models to preprocess and transform massive amounts of structured and unstructured data on NestReady's digital platform.

  • Set up Big Data infrastructure (Hadoop) from the ground up with features for monitoring, maintenance, and enhancements of Spark clusters on the platform.

  • Improved user click-through rate by 30% and implemented a user personalization feature with a recommendation engine using Locality Sensitive Hashing in Spark ML.

American Express
American Express
Senior Machine Learning Engineer
2014 - 2019 (5 years)
Gurgaon, India
  • Designed, built, and deployed systems and tools for the implementation of multiple data pipeline solutions for AI-driven projects.

  • Collaborated with and supported data scientists on projects to define new requirements for a recommendation engine, NLP chatbot, and RPA solutions.

  • Worked on the AI/ML team and mentored junior members.

TriCore Solutions
TriCore Solutions
Software Engineer
2012 - 2014 (2 years)
Gurgaon, India
  • Developed multiple technical solutions for implementation on different ERP/CRM products for clients.

  • Acted as a subject-matter expert for the implementation of ETL pipelines on software solutions.

  • Helped shape TriCore's engineering culture, promoted sound engineering best practices, and troubleshot solutions on projects.

Deloitte
Deloitte
Software Engineer
2012 - 2012
Gurgaon, India
  • Designed, built, and tested systematic solutions for clients within the Oracle ERP financial domain.

  • Provided technical assistance and mentoring for junior developers on projects for Deloitte.

  • Drove product direction on projects, addressed security concerns, and maintained tech stack on solutions.

NCR Corporation
NCR Corporation
Software Engineer
2009 - 2012 (3 years)
Gurgaon, India
  • Applied and led the adoption of best practices for the iteration and delivery of multiple programming components on solutions for NCR.

  • Conducted code reviews, debugged code, and maintained solutions for the client.

  • Created appropriate documents on projects to help drive requirements and solutions.

Showcase

Senior Data Science Engineer - NestReady
Senior Data Science Engineer - NestReady
  • NestReady utilizes an innovative ML/AI-based platform, positioning lenders at the heart of the home-buying experience.

  • A Deep Learning-based super-resolution model was established to enhance image quality and resolution for an improved customer experience on the platform.

  • A Customer Buying Intent Generator was developed using customer behavioral and demographic data to reduce bounce rates and generate high-quality product descriptions.

Senior Data Science Engineer - Hybrid Recommendation Engine/User Personalization
Senior Data Science Engineer - Hybrid Recommendation Engine/User Personalization
  • Developed a personalized search results solution using Spark, Mongo, LSH, and AWS S3, capable of processing 1+ billion records.

  • The solution employs behavioral logs to identify similar items, increasing the efficiency of search result personalization.

  • The system was developed utilizing Spark ML and can operate on both AWS EMR and GCP's Dataproc platforms.

Senior Data Science Engineer - NLP Chatbot for American Express
Senior Data Science Engineer - NLP Chatbot for American Express
  • Implemented an NLP chatbot for American Express named AskGSM

  • Deployed the chatbot to respond to inquiries from external vendor partners and internal stakeholders

  • Provided updates on the status of submitted invoices through the chatbot

Education

Natural Language Processing with Classification and Vector Spaces
Natural Language Processing with Classification and Vector Spaces
Coursera
2020 - 2020
Certified Scrum Master (CSM) [Expired Jun 2019]
Certified Scrum Master (CSM) [Expired Jun 2019]
Scrum Alliance
2015 - 2015
Oracle Application Framework R12 Extension
Oracle Application Framework R12 Extension
Oracle
2010 - 2010
MSc Computer Science
MSc Computer Science
Guru Gobind Singh Indraprastha University - India
2006 - 2009 (3 years)
BSc Computer Science
BSc Computer Science
Delhi University - India
2003 - 2006 (3 years)