π Machine Learning Engineer | π€ LLMs & NLP Enthusiast | π AI Researcher
I'm a Machine Learning Engineer at Chubb Business Services India, specializing in LLMs, Databricks, and Azure Machine Learning.
I hold a Bachelor of Engineering in Electronics & Electrical Engineering from BITS Pilani, Pilani Campus.
π‘ My research focuses on Deep Learning, NLP, and Code-Switching NLP, and Iβve published work in ACL, AACL-IJCNLP, IALP, AISC and ACIIDS.
π I love exploring LLM reasoning, retrieval-augmented generation (RAG), and optimization techniques.
- π³ Recipe API β Fine-tuning an LLM on recipe data to build an open-source culinary AI!
- π΅οΈ WhoDunIt β A benchmark for evaluating deduction & reasoning in LLMs.
- π οΈ Pushing the boundaries of efficient inference, distributed training, and NLP applications.
Python
Java
C
C++
C#
JavaScript
PyTorch
TensorFlow
Keras
Hugging Face Transformers
DeepSpeed
vLLM
OpenAI API
LangChain
Scikit-learn
XGBoost
LightGBM
Azure Machine Learning
Databricks
Google Vertex AI
AWS SageMaker
MLflow
Kubeflow
Ray
Dask
Docker
Kubernetes
Terraform
SQL
NoSQL
CosmosDB
PostgreSQL
MongoDB
Apache Spark
Kafka
Redis
Elasticsearch
Databricks Delta Lake
Snowflake
Git
GitHub
GitLab
Jenkins
Linux
Bash
VS Code
Jupyter Notebook
PyCharm
Prometheus
Grafana
ELK Stack
Flask
FastAPI
Django
Spring Boot
Node.js
Express.js
GraphQL
REST API
gRPC
π WhoDunIt: Evaluation benchmark for culprit detection in mystery stories (ACL ARR, 2024)
π Singaporean Conversational English-Malay Code-Switching Points (IALP, 2023)
π Adapting Code-Switching Language Models with Statistical-Based Text Augmentation (ACIIDS, 2023)
π MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation (AACL-IJCNLP, 2022)
π Data Augmentation for Automated Essay Scoring using Transformer Models (AISC, 2023)
Let's connect and collaborate!
πΌ LinkedIn β @kjgpta
π¦ Twitter β @kjgpta
π€ Hugging Face β WhoDunIt Benchmark
π Google Scholar β Research Profile
π Portfolio β Visit My Website
π§ Email β mailguptakshitij@gmail.com
π‘ "AI is the most powerful tool we haveβlet's use it wisely!" π
Thanks for stopping by! π