# Personal Projects

> Eleven independent AI and machine learning projects by Satish K C spanning deep learning, generative AI, NLP, computer vision, time-series forecasting and data visualization.

**Independent AI, deep learning and applied research work**

Canonical URL: https://www.kcsatish.com/personal-projects

Eleven independent projects covering deep learning, generative AI, natural language processing, computer vision, time-series forecasting and data visualization.

This is exploratory and research work rather than client delivery: architectures tested against public datasets, benchmarking studies, and applied experiments that later informed production engagements.

Representative work includes FoodPass AI, a retrieval-augmented chatbot answering real-time startup investment questions with LangSmith tracing; a hybrid residual LSTM for neural time-series forecasting; a LangServe infrastructure and LLM benchmarking study; a local PDF-RAG pipeline for offline knowledge extraction; an LLM resource optimization study; an autonomous financial multi-agent system; and a CNN-LSTM image captioning model.

Each entry documents the problem, the methodology, implementation notes and the results observed, with source repositories linked where the code is public.

## Project index

- [FoodPass AI: RAG Chatbot for Real-Time Startup Investment Due Diligence](https://www.kcsatish.com/personal-projects/foodpass-ai-chatbot)
- [Neural Time-Series Forecasting: Hybrid Residual LSTM](https://www.kcsatish.com/personal-projects/1)
- [Cognitive Document Retrieval & GenAI Pipeline](https://www.kcsatish.com/personal-projects/2)
- [LangServe Infrastructure & LLM Benchmarking](https://www.kcsatish.com/personal-projects/3)
- [Localized Knowledge Extraction: PDF-RAG](https://www.kcsatish.com/personal-projects/4)
- [LLM Resource Optimization Study](https://www.kcsatish.com/personal-projects/5)
- [Global Trade Analysis Dashboard](https://www.kcsatish.com/personal-projects/6)
- [DC Urban Safety & Pattern Discovery](https://www.kcsatish.com/personal-projects/7)
- [Multi-Modal Financial Forecasting](https://www.kcsatish.com/personal-projects/8)
- [Autonomous Financial Multi-Agent System](https://www.kcsatish.com/personal-projects/9)
- [Visual Cognition: CNN-LSTM Image Captioning](https://www.kcsatish.com/personal-projects/10)

## Site navigation

- [Satish K C](https://www.kcsatish.com/): Satish K C is an AI and automation consultant in Houston, Texas who architects retrieval-augmented generation systems, agentic AI workflows and voice AI agents. 27 shipped projects with measured business outcomes.
- [About Satish K C](https://www.kcsatish.com/about): Background, credentials and engagement focus for Satish K C, an AI and automation consultant based in Houston, Texas, specializing in RAG, agentic AI and production LLM systems.
- [Professional Experience](https://www.kcsatish.com/experience): Professional history of Satish K C across AI and automation consulting, generative AI engineering and machine learning roles, with the stack and measured outcomes for each position.
- [Industry Projects](https://www.kcsatish.com/industry-projects): Sixteen client AI and automation case studies by Satish K C covering voice AI receptionists, RAG systems, document intelligence, CRM orchestration and GTM automation, each with problem, methodology, stack and results.
- [Education & Certifications](https://www.kcsatish.com/education): Academic degrees, peer-reviewed publication and professional AI and cloud certifications held by Satish K C, including AWS Certified AI Practitioner and Google Cloud MLOps.
- [Technical Expertise](https://www.kcsatish.com/skills): Technical skills of Satish K C across programming languages, LLM and agent frameworks, cloud AI platforms, data engineering, automation tooling and MLOps practice.
- [Contact Satish K C](https://www.kcsatish.com/contact): Contact Satish K C, AI and automation consultant in Houston, Texas. Email satishkc19@gmail.com for AI, RAG, agentic automation and voice AI engagements.
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