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kishoreabc/README.md
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Kishoreabc Followers


πŸš€ About Me

Coding
  • πŸ”­ I'm currently working on GenAI & AI/ML systems with focus on production deployment
  • 🧠 Strong interest in LLMs, RAG, Graph RAG, and multimodal AI architectures
  • πŸ“Š Exploring AI applications in finance, search, and intelligent decision systems
  • πŸ› οΈ Building end-to-end ML pipelines (embeddings β†’ retrieval β†’ reasoning β†’ generation)
  • πŸ† Solved 380+ LeetCode problems | NPTEL Elite+Gold in Java
  • πŸ“« Reach me at kishorehp134@gmail.com
  • ⚑ Fun fact: I love Financial Markets & Macroeconomics!


πŸš€ Featured Projects

πŸ“Š Financial RAG Chatbot

Financial Document Intelligence

RAG-based system for contextual Q&A over financial reports.

Tech:

OpenAI Sentence-Transformers FAISS OCR Scikit-learn

Features

  • πŸ“„ Financial document understanding
  • πŸ”Ž Vector-based retrieval
  • πŸ“Š Ratio analysis
  • πŸ“ˆ Trend identification
  • πŸ€– LLM-powered Q&A
  • 🎯 Source-grounded responses
  • 🧠 Financial decision support

πŸ’Ž Multimodal Semantic Search

Fashion Recommendation System

Multimodal search engine capable of retrieving fashion products using text and image queries.

Tech:

MetaCLIP BLIP ChromaDB OCR

Highlights

  • πŸ” Text + image search
  • 🧠 Multimodal embeddings
  • πŸ—„οΈ Vector database
  • πŸ“¦ 20K+ products
  • πŸ“ Cosine similarity ranking
  • 🎯 Recommendation system

πŸŽ™οΈ EchoRecall

Voice-First Assistive Memory Agent

AI assistant designed to help visually impaired users through voice interaction and memory retrieval.

Tech:

FastAPI Speech OpenAI TTS SSML MySQL

Features

  • πŸŽ™οΈ Voice-first interaction
  • 🧠 Memory retrieval
  • πŸ“ Object-location memory
  • ⚑ Low-latency speech interaction
  • πŸ—„οΈ Persistent MySQL storage
  • πŸ”„ Fallback handling
  • πŸ“ Structured prompting

πŸ“ˆ Portfolio Tracker

Finance & Portfolio Analysis

A finance-focused project for tracking portfolio information and building intelligent financial workflows.

Areas

  • πŸ“Š Portfolio tracking
  • πŸ“ˆ Financial analysis
  • 🏦 Finance applications
  • πŸ€– AI-assisted workflows

πŸ› οΈ Tech Stack

🧠 AI / ML & GenAI


πŸ€– LLM & AI Frameworks


πŸ” Search & Multimodal AI


πŸ’» Programming

Also focused on: Data Structures & Algorithms


πŸ—„οΈ Database


βš™οΈ Development Tools


🧠 Random Dev Quote

Random Dev Quote

πŸ”₯ GitHub Streak


🧠 LeetCode


🧩 My AI Engineering Journey

πŸ”¬ Current Exploration

              β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
              β”‚   AI / ML     β”‚
              β””β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
              β”‚
              β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
              β–Ό              β–Ό              β–Ό
                GenAI       Multimodal      Finance AI
              β”‚              β”‚              β”‚
              β–Ό              β–Ό              β–Ό
                    LLMs          VLMs     Decision Support
              β”‚              β”‚              β”‚
         β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”΄β”€β”€β”€β”          β”‚
         β–Ό         β–Ό     β–Ό       β–Ό          β”‚
        RAG      Agents CLIP    BLIP        β”‚
         β”‚         β”‚     β”‚       β”‚          β”‚
         β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜     β””β”€β”€β”€β”¬β”€β”€β”€β”˜          β”‚
              β”‚              β”‚              β”‚
              β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
              β–Ό
            Production AI Systems

πŸ”¬ What I Like Building

GenAI:
  - Large Language Models
  - RAG
  - Graph RAG
  - AI Agents
  - Prompt Engineering
  - Local LLM Workflows

Multimodal_AI:
  - Vision Language Models
  - CLIP
  - BLIP
  - OCR
  - Image + Text Retrieval
  - Recommendation Systems

AI_Engineering:
  - Embeddings
  - Vector Databases
  - Semantic Search
  - Similarity Search
  - Retrieval Pipelines
  - Model Inference
  - FastAPI

Finance:
  - Financial Markets
  - Stock Analysis
  - Financial NLP
  - Macroeconomics
  - AI Decision Support

πŸ“š DSA & Problem Solving

I actively practice Data Structures & Algorithms through LeetCode.

Areas I Work On

Arrays β€’ Strings β€’ Hashing β€’ Two Pointers β€’ Sliding Window

Linked Lists β€’ Stacks β€’ Queues β€’ Trees β€’ Graphs

Recursion β€’ Backtracking β€’ Dynamic Programming β€’ Mathematics


🌐 Connect With Me


πŸ“Œ Currently

🎯 Goal β†’ AI/ML Engineer
🧠 Focus β†’ GenAI + LLMs + RAG
πŸ”Ž Exploring β†’ Graph RAG + AI Agents
πŸ‘οΈ Building β†’ Multimodal AI Systems
πŸ“ˆ Interested β†’ Finance + AI
πŸ’» Practicing β†’ DSA + LeetCode
πŸš€ Direction β†’ Production-grade AI

⚑ Build β†’ Break β†’ Learn β†’ Improve

Popular repositories Loading

  1. Portfolio_Tracker Portfolio_Tracker Public

    TypeScript 1

  2. kishoreabc kishoreabc Public

    Config files for my GitHub profile.

  3. LeetCode-Problems LeetCode-Problems Public

    Python

  4. Stock-Analysis-Chatbot Stock-Analysis-Chatbot Public

    JavaScript

  5. BIT-Training-Placement-JAVA BIT-Training-Placement-JAVA Public

    Java

  6. Multi-Model-Semantic-Search-for-Fashion-Collections Multi-Model-Semantic-Search-for-Fashion-Collections Public

    AI-powered multimodal search for jewelry using CLIP, ChromaDB, and cross-encoder reranking

    Jupyter Notebook