SiddharthUchil
Data Scientist @ Manulife | LLM | LLMOps | MLOps | Generative AI | RAG | Chains & Agents | NLP | ML | DL
Toronto, Canada
Pinned Repositories
ANPR-YOLOv8
Automatic Number Plate Detection and Recognition using YOLOv8
BentoChain
A voice-enabled chatbot application built using of 🦜️🔗 LangChain, text-to-speech, and speech-to-text models from 🤗 Hugging Face, and 🍱 BentoML.
crewai-stock-data-analysis
customer_segmentation
An end-to-end project on customer segmentation
Data-Engineering-Medallion-Architecture-Azure
End-to-End data engineering solution using Apache Spark, Azure Databricks, and the Data Build Tool (DBT) on the Azure cloud platform
dataflow_automation_with_Prefect
Building Full-Stack application with Prefect and Pydantic
End-To-End-Credit-Risk-Analysis
End to End Project - Credit Risk Analysis in R
FastAPI-LangChain-Streaming
Streaming with LCEL - RAG Demoproject with Frontend
GeoQuery-React-Leaflet-GPT4
This project demonstrates the integration of GPT-4 and React-Leaflet to visualize geographic data. The app fetches coordinates and a location title from GPT-4 based on a user query, and then renders them as markers on a Leaflet map.
Vehicle-Counting-YOLOv8-DeepSORT
Vehicle counting system with YOLOv8 and DeepSORT
SiddharthUchil's Repositories
SiddharthUchil/crewai-stock-data-analysis
SiddharthUchil/FastAPI-LangChain-Streaming
Streaming with LCEL - RAG Demoproject with Frontend
SiddharthUchil/GeoQuery-React-Leaflet-GPT4
This project demonstrates the integration of GPT-4 and React-Leaflet to visualize geographic data. The app fetches coordinates and a location title from GPT-4 based on a user query, and then renders them as markers on a Leaflet map.
SiddharthUchil/90DaysOfDevOps
I am using this repository to document my journey learning about DevOps. I began this process on January 1, 2022, and plan to continue until March 31. I will be dedicating one hour each day, including weekends, to gaining a foundational understanding of the various aspects of DevOps. This will be a 90-day intensive study period. 2022 & 2023 inc.
SiddharthUchil/AI-Research-Assistant-Using-Ollama
SiddharthUchil/Auto-content-categorizer-for-GS
Ollama Llama2 to automatically categorize content into different domains for data integrated with Google Sheets
SiddharthUchil/AWS-Fraud-Detection-MSK-Kinesis
Real time fraud detection app using AWS MSK and AWS Kinesis data analytics
SiddharthUchil/Bitcoin-Price-Check-with-AWS-Batch
AWS Batch to run a Docker application that fetches the current price of Bitcoin
SiddharthUchil/CFPB-Complaints-PySpark
Machine learning solution analyzes financial product complaints to proactively identify potential disputes and enable faster customer issue resolution. Leveraging PySpark, Airflow, and deployed on GCP
SiddharthUchil/chatbot-ui
AI chat for every model.
SiddharthUchil/ChatGPT-UI-On-EKS
ChatGPT UI application on AWS Elastic Kubernetes Service (EKS) using Jenkins for CI/CD, Docker for containerization, and Kubernetes for orchestration
SiddharthUchil/Claude3-function-calling
SiddharthUchil/data-engineering-airflow-aws-redshift
SiddharthUchil/Data-Engineering-CICD-Terraform-Azure
SiddharthUchil/data-pipeline-airflow-aws-glue
SiddharthUchil/devika
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
SiddharthUchil/DevSecOps-Project
A DevSecOps project that leverages AWS cloud services to deploy and manage a Netflix-like streaming platform using CICD, security best practices, monitoring tools and GitOps principles.
SiddharthUchil/e2e-llm-workflows
End-to-End LLM Guide
SiddharthUchil/funckycall
A Function Calls Proxy for Groq, the fastest AI alive!
SiddharthUchil/Groq-API
Groq Python API Demo
SiddharthUchil/Langchain-LLM-on-Langfuse
Debug, analyze and Iterate you LLM application on Langfuse
SiddharthUchil/llama3
The official Meta Llama 3 GitHub site
SiddharthUchil/LLM-Finetuning
LLM Finetuning with peft
SiddharthUchil/LLM101n
LLM101n: Let's build a Storyteller
SiddharthUchil/microservices-python-app-on-EKS
Video to audio converter microservices application in Python
SiddharthUchil/minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
SiddharthUchil/news-data-pipeline-Airflow-Snowflake-AWS
End To End News📰 Data Pipeline with Apache Airflow Snowflake & AWS Services
SiddharthUchil/openui
OpenUI let's you describe UI using your imagination, then see it rendered live.
SiddharthUchil/stroutput
SiddharthUchil/Visual-Language-Model-Comparison
Advanced Visual Language Models (VLMs) currently available