Bloomberg L.P.
Machine Learning & Senior Software Engineer
February 2021 - Present
New York, NY
AI infrastructure (Server-less inference hosting) & NLP (Automated information extraction) @ Bloomberg AI Group
Programming Language: Python (modeling & micro-service) & C++ (infrastructure & service back-end)
Tech Stack: Kafka, Kubernetes, Jenkins (CI/CD), Transformers (Hugging Face), Scikit-Learn, PyTorch
Columbia Engineering DVMM Lab
Research Assistant
September 2020 - Januray 2021
New York, NY
Project: Retrieval-Augmented Generation on GPT2-based Vision-Language Transformer for Schema Induction
Columbia Engineering
Course Assistant
September 2020 - December 2020
New York, NY
Graded homework and project assignments, held weekly office hours and answered student questions for COMS 6998 Practical Deep Learning & System Performance for Professor Parijat Dube during Fall 2020
Amazon
Applied Scientist Intern
February 2020 - September 2020
Cambridge, MA
Project: Multi-tasked task-oriented dialogue state tracking @ Alexa
JSALT Closing Ceremonies Day 2, Part 5: Beyond utterances, context-aware NLU with BERT
Tresata
Data Engineer
February 2017 - April 2019
New York, NY
Created, Delivered, Automated and Productionized end-to-end data solutions for financial institution clients (e.g.: HSBC) for compliance/regulatory reporting use cases like KYC, using Hadoop, Spark, Scala and proprietary data profiling, entity resolution & interactive front-end data delivery software powered by Elasticsearch
DevOps: Quality Assurance in Production, Software (Solution) Upgrade in Deployment & Vendor Support
HSBC Selects Tresata to Automate Data Powered Digital and Analytics For Global Banking and Markets
Tresata Announces Investment from GCP Capital Partners, Valuing Company at $1 Billion
Programming Language: Scala
Tech Stack: Spark, MapReduce, Hadoop, Elasticsearch
Tresata
Solutions Engineer Intern
June 2016 - August 2016
Charlotte, NC
Trained on Hadoop Eco-System and Hadoop Distributed File System in command line environment (bash scripting, vim editing), MapReduce (e.g.: Scalding) and functional programming language, Scala
Research Project: Analyzed the effectiveness of Consumer Finance Protection Bureau (CFPB) on consumer finance (mortgage) using HDFS and internal data profiling & data delivery software powered by Elasticsearch & Kibana
Davidson College Math & Science Center
Math & Computer Science Tutor
August 2015 - December 2016
Davidson, NC
Helped tutor students in computer science & programming(Python, Java, C) and math courses
Charlotte Hornets
SportVU Camera Operation & Data Analytics Intern
October 2014 - April 2016
Charlotte, NC
Operated SportVU cameras during NBA home games & worked on sports data analytics research project
Research Project: "Redefining NBA Positions: A Clustering Analysis Based on Player Shooting Style" (Github), presented at Carolina Sports Analytics Meeting 2016