- Toronto, Ontario, Canada
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00:58
(UTC -05:00) - https://sayamalt.github.io/My-Portfolio-Website/
- @SayamKu99536499
- in/sayam-kumar
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My-Portfolio-Website Public
This is my portfolio website.
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Successfully developed AdAstra Marketing Intelligence Campaign Optimization Engine, a next-generation AI system using LangGraph that transforms raw campaign data into strategic, revenue-driven deci…
marketing-automation plotly cvxpy marketing-campaigns system-message plotly-express campaign-optimizationPython MIT License UpdatedFeb 16, 2026 -
Successfully developed a Healthcare AI Clinical Decision Support System, leveraging LangGraph, GPT-4o-mini, and PubMed to deliver real-time patient risk stratification, evidence-based treatment rec…
pubmed-parser vector-database openfda-api streamlit-webapp pydantic-models prompt-engineering langchainPython Apache License 2.0 UpdatedFeb 12, 2026 -
Successfully developed an AI-powered Investment Portfolio Optimization Workflow using LangGraph that infers user risk profiles, selects tickers, fetches market data, and simulates & optimizes portf…
sharpe-ratio cvxpy altair stock-trading investment-strategies investment-portfolio investment-analysisPython MIT License UpdatedFeb 9, 2026 -
Successfully developed a state-of-the-art AI-driven credit underwriting engine using LangGraph and FastMCP that orchestrates multiple specialized agents to evaluate risk, detect fraud, and generate…
Python Apache License 2.0 UpdatedFeb 2, 2026 -
Successfully developed a cutting-edge, intelligent, and adaptive learning platform using LangGraph that personalizes lessons, exercises, and assessments in real-time, seamlessly integrating AI-driv…
Python MIT License UpdatedFeb 2, 2026 -
Successfully developed a mini-GPT model from scratch using PyTorch to provide auto completion of the sentences.
Python UpdatedJan 27, 2026 -
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LlamaIndex-for-Generative-AI Public
This repository contains hands-on notebooks and end-to-end examples demonstrating how to build Generative AI and RAG (Retrieval-Augmented Generation) applications using LlamaIndex.
llama-index llamaindex chromadb retrieval-augmented-generation llamaindex-tutorials ollama rag-evaluationJupyter Notebook UpdatedJan 26, 2026 -
This repository covers all the code materials covered within Jose Portilla's Langchain with Python Bootcamp on Udemy.
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This repository contains the implementation of YOLOv26 l-seg model for pothole image segmentation.
yolo object-detection image-segmentation instance-segmentation you-only-look-once ultralytics model-evaluation-metricsJupyter Notebook UpdatedJan 19, 2026 -
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LangGraph-for-Agentic-AI Public
This repository contains LangGraph tutorial code for building complex LLM-powered applications. It showcases practical examples of using LangGraph to manage multi-step workflows and stateful logic …
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Successfully developed a real-time AI backend using FastAPI and WebSockets with low-latency LLM streaming. Implements conditional tool calling, multi-turn state management, and Supabase-based persi…
Python UpdatedDec 17, 2025 -
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Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP servers, OpenAI agen…
Python MIT License UpdatedNov 27, 2025 -
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Successfully developed a real-time AI-powered Insurance Advisor CoPilot that converts customer queries into actionable insights, guiding users effortlessly through insurance coverage. It delivers i…
Python Apache License 2.0 UpdatedOct 31, 2025 -
Successfully established a robust Pistol Object Detection system using Faster R-CNN with ResNet50 RPN, capable of accurately identifying and localizing firearms in images. Integrated the model into…
computer-vision telegram-bot pytorch fast-rcnn convolutional-neural-networks object-detection faster-rcnn-resnetJupyter Notebook MIT License UpdatedOct 19, 2025 -
Successfully developed a CNN-based image classification model to accurately identify and categorize various animal species.
computer-vision deep-learning tensorflow keras image-classification convolutional-neural-networks keras-tensorflowJupyter Notebook UpdatedOct 18, 2025 -
Successfully developed a CNN-based model to predict age groups such as young, middle and old from facial images, enabling accurate age classification for applications in security, personalization, …
computer-vision deep-learning tensorflow keras image-classification convolutional-neural-networks opencv-pythonJupyter Notebook UpdatedOct 18, 2025 -
Successfully developed a Multi-Source Knowledge Intelligence Agent - an advanced agentic AI application that integrates multi-format document and web data processing with LLM-powered analytics and …
sentiment-analysis chatbot-application document-summarization intent-recognition knowledge-graphs streamlit-webapp langchainPython Apache License 2.0 UpdatedOct 13, 2025 -
An end-to-end AI Financial Research & Advisory Agent built using LangGraph, LLMs, and machine learning for automated market analysis, compliance validation, and investment advisory. Integrates real…
machine-learning classification streamlit streamlit-dashboard streamlit-webapp langchain-python langchain-chainsPython MIT License UpdatedOct 6, 2025 -
This repository contains an implementation of the Q-learning algorithm using Gymnasium environments. It demonstrates training, evaluation, and visualization of an agent’s policy in a simple reinfor…
Jupyter Notebook UpdatedOct 3, 2025 -
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This repository covers extensive tutorials on how to integrate LangSmith with LangChain with LangGraph to incorporate observability, monitoring, alerting, evaluation, etc. within complex LLM workfl…
Python UpdatedAug 21, 2025 -
This project encompasses end-to-end ETL and ML pipeline development. Data ingestion from TMDB API covered top-rated, current, upcoming, and popular movies with genres. Performed EDA to derive sever…
spark exploratory-data-analysis data-transformation data-visualization feature-engineering regression-models data-ingestionPython Apache License 2.0 UpdatedAug 14, 2025 -
Successfully performed a comprehensive analysis of trader behavior in relation to Bitcoin market sentiment (Fear vs. Greed) using real-world trading and sentiment datasets. Key data-driven insights…
python recommendations exploratory-data-analysis data-visualization data-analysis insights-and-reportingJupyter Notebook UpdatedAug 3, 2025