About
Skills & Expertise
C/C++
Java
TypeScript
Python
Ruby
React Native
React
Node.js
Vue.js
PyTorch
TensorFlow
Keras
Scikit-Learn
Pandas
Numpy
MySQL
Amazon DynamoDB
Redis
Snowflake
BigTable
MongoDB
ElasticSearch
HDFS
Kafka
Spark
Kubernetes
Research Interests
research
development
data analysis
data mining
machine learning
deep learning
natural language processing
computer vision
cloud computing
software engineering
project management
communication
teamwork
problem-solving
critical thinking
Connect With Me
Experience
Senior Software Engineer - Large Language Models
Researched & developed state-of-the-art AI solution to ingest 180TB of unstructured documents data, collected by USAs biggest injury law firm, to generate response in mins for any discovery request made to a plaintiff, saving case-managers 5+ hrs per matter
Software Development Engineer - Natural Language Processing
Designed & deployed distributed locking mechanisms to synchronize the NLU & CV pipeline responsible for enriching data of 1bn.+ products per year, across 20 marketplaces, from unstructured data associated with these listings like FAQs, reviews, etc. Recognized for spearheading metrics creation project to quantify contributions of our ML pipelines, thereby discovering and mitigating erroneous data generation of 300mn. products, biggest error in teams history (>30% of total effort for that year)
Quantitative Research Intern
Coded backtesting module to compare wealth distribution weights (across 11 asset classes) generated by 750+ different combinations of Portfolio Allocation strategies, objective functions and 13 self-implemented ML-based returns estimators
Cyber Security Analyst
Assessed current IT infrastructure of clients by utilizing penetration testing, doing incident response and making root cause reports
Data Science Intern
Devised a reverse-marketing product recommender for mShop (adjunct site to MensXP- India's largest men's lifestyle site) projected to convert 1-2% of 10 million monthly visitors of MensXP
Education
Columbia University (CU)
Carnegie Mellon University
Jaypee Institute of Information Technology, Noida (JIIT)
Projects
Patrol Portal and Safepath
Launched Ruby on Rails websites, one for active civil collaboration (with 500+ registered volunteers currently) to attend to, and the other to suggest fast safe paths to take that avoided multiple,- incidents of cognizable crimes in a locality
Fetal Head Segmentation on Ultrasound Images
Altered FCN-8 model (with 18 VGG16 layers) to classify pixels to fetal head class
Communication Enhancer for Hearing/Speech Impaired
Achieved state-of-the-art results in realtime sign language translation by applying LSTM on estimated hand poses using only mobile camera input
InPin - Trends Locator
Developed ETL pipeline using RabbitMQ and AWS services to bi-weekly scrape user generated data of 45k+ NYC restaurants from Instagram, which were assigned ML and NLP based trending scores to discover the top most liked places around
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