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SiD-array/README.md

About Me

I'm Siddharth, a Software Engineer & AI/ML Engineer focused on shipping production-ready intelligent systemsβ€”from real-time computer vision to cost-aware multi-agent workflows. I'm currently pursuing my M.S. in Computer Science at RIT (2024–2026) and open to Summer/Fall 2026 internships and co-ops in backend, ML, and AI infrastructure roles.

class SiddharthBhople:
    def __init__(self):
        self.role = "Software Engineer | AI/ML Engineer"
        self.education = "M.S. Computer Science @ RIT (2024-2026)"
        self.location = "Rochester, NY"
        
        self.skills = {
            "languages": ["Python", "Java", "JavaScript", "TypeScript", "SQL", "C#", "F#"],
            "frontend": ["React", "Vite", "Tailwind CSS", "Recharts"],
            "backend": ["FastAPI", "Node.js", "REST APIs"],
            "ml_data": ["scikit-learn", "TensorFlow", "XGBoost", "LangGraph", "Pandas", "NumPy"],
            "computer_vision": ["OpenCV", "MediaPipe"],
            "databases": ["PostgreSQL", "MongoDB", "MySQL", "Firebase"],
            "tools": ["Docker", "AWS", "Git", "GitHub Actions", "VS Code"]
        }
        
    def current_focus(self):
        return [
            "πŸ€– Agentic AI & Multi-Agent Systems",
            "πŸ‘οΈ Computer Vision & Accessibility Tech",
            "☁️ Cloud Governance & FinOps",
            "πŸ“Š Production ML Pipelines"
        ]
    
    def fun_fact(self):
        return "I build systems where data meets softwareβ€”not just notebooks!"

In focus

Recently shipped and active development.

Β 



🀟 SignLens β€” Real-Time ASL Recognition

Building a real-time American Sign Language action recognition system that captures webcam video, extracts multi-hand 3D hand landmarks with MediaPipe, and runs a sliding-window LSTM over 30-frame sequences.

🎯 Key Features:

  • πŸ–οΈ Multi-hand 3D Hand Landmarks β€” Robust tracking with MediaPipe
  • ⏱️ Sliding-Window LSTM β€” 30-frame temporal context for smoother predictions
  • πŸ“š WLASL100 Vocabulary Ready β€” Designed to scale to 100+ ASL signs
  • β™Ώ Accessibility-Focused UX β€” Built for live captioning and assistive interfaces

Tech: Python OpenCV MediaPipe LSTM Time-Series Modeling

πŸ€– Autonomous Cloud Governance

Budget-Aware AI Squad β€” a completed multi-agent orchestration stack with real-time fiscal governance: circuit breakers, cost forecasting, and complexity-aware routing (including frugal Ollama paths) so autonomous workflows avoid runaway spend. Validated against live AWS (S3) in addition to LocalStack simulation; includes a Cyber-FinOps interactive showcase on Vercel.

🎯 Highlights:

  • πŸ›‘οΈ Agentic Circuit Breakers β€” Halt recursive agent work before budgets are exceeded
  • πŸ”€ Complexity-Aware Dynamic Routing β€” Route low-complexity tasks to local SLMs when budgets are tight
  • πŸ“‰ Historical Cost Feedback β€” Smooths simulated spend forecasts using past variance
  • πŸ“ˆ Telemetry & Savings β€” UCST-style tracking and logged savings from frugal routing

Tech: Python Ollama LocalStack AWS (S3) React Vite TypeScript FinOps


Featured Projects

πŸ€– Autonomous Cloud Governance

Agentic AI β€’ Multi-Agent Systems β€’ FinOps

Budget-Aware AI Squad β€” proactive governance for agentic cloud workloads: Agentic Circuit Breakers, complexity-aware routing to Ollama when budgets are stressed, simulated and historical cost signals, plus live AWS validation. Completed with an interactive React + Vite showcase deployed on Vercel.

Live Showcase Repo

Python Ollama LocalStack AWS React Vite TypeScript FinOps

🧬 RNA-Seq Cancer Biomarker Discovery

Machine Learning β€’ Bioinformatics β€’ Explainability

ML pipeline analyzing TCGA RNA-Seq data for 5 cancer subtypes. Achieves 100% F1-score, identifies 50 HGNC-verified biomarkers.

Dashboard Repo

Python scikit-learn Genomics TCGA

πŸ“ˆ StockView

Full Stack β€’ ML Predictions β€’ Data Viz

Real-time stock analysis dashboard with ML predictions, anomaly detection, technical indicators & sentiment analysis.

Demo Repo

React FastAPI XGBoost Recharts

🎬 CineMatch β€” Movie Recommender

NLP β€’ TF-IDF β€’ Content-Based Filtering

Netflix-inspired movie recommendation system with TF-IDF + Cosine Similarity. Features 4,800+ movies with bigram support for better accuracy.

Demo Repo

Python TF-IDF scikit-learn Streamlit TMDB API

πŸ“Š Reddit Big Data Analysis

Big Data β€’ Data Engineering β€’ Mining

Analysis of ~50M Reddit comments. 3-phase pipeline: PostgreSQL (relational), MongoDB (document), and Apriori association rule mining.

Demo Repo

Python PostgreSQL MongoDB Data Mining

🀟 SignLens β€” ASL Recognition

Computer Vision β€’ ML β€’ Accessibility

Real-time American Sign Language action recognition using multi-hand 3D landmarks and a sliding-window LSTM over 30-frame sequences, designed to scale to the WLASL100 vocabulary.

Repo

Python OpenCV MediaPipe LSTM Time-Series Modeling


🧩 View More Projects
Project Description Tech
Portfolio Website Modern portfolio showcasing projects & experience β€” Live React Tailwind CSS
F-Applications Functional Data Science with F# β€” analysis, cleaning & visualization F# Deedle Plotly.NET
Sudoku Solver Algorithmic puzzle solver with clean OOP design C# .NET
PG Life Full-stack housing platform with optimized SQL PHP MySQL
Weather App Real-time weather application JavaScript API

Tech Stack

Languages

Python JavaScript TypeScript Java C# F# SQL

Frontend

React Vite Tailwind CSS HTML5 CSS3

Backend & APIs

FastAPI Node.js

ML & Data Science

scikit-learn TensorFlow Pandas NumPy XGBoost LangGraph

Computer Vision

OpenCV MediaPipe

Databases

PostgreSQL MongoDB MySQL Firebase

Tools & DevOps

Git Docker AWS GitHub Actions VS Code


GitHub Analytics





πŸ’¬ Let's Connect!

I'm always open to interesting conversations and collaboration opportunities.




⭐ Star a repo if you find my work interesting!

Pinned Loading

  1. rna-seq-cancer-biomarker-discovery rna-seq-cancer-biomarker-discovery Public

    Machine learning pipeline analyzing TCGA RNA-Seq data for 5 cancer subtypes (BRCA, COAD, KIRC, LUAD, PRAD). Achieves 100% F1-score, identifies 50 HGNC-verified biomarkers, and validates findings vi…

    Python 1

  2. StockView StockView Public

    πŸ“ˆ Real-time stock analysis dashboard with ML predictions, anomaly detection, technical indicators & sentiment analysis. Built with React + FastAPI.

    JavaScript 1

  3. Reddit-Comments-May-2015-Data-Analysis Reddit-Comments-May-2015-Data-Analysis Public

    Forked from hrithik9120/CSCI620_Term_Project_7

    Big Data analysis of the Reddit Comments May 2015 dataset (~50M comments). Features a 3-phase approach: relational modeling (PostgreSQL), document-oriented design (MongoDB), and data mining with Ap…

    Python 1

  4. portfolio portfolio Public

    Personal portfolio website showcasing projects, skills, and experience, built with modern frontend technologies and responsive design.

    JavaScript 1

  5. movie-recommender movie-recommender Public

    🎬 CineMatch β€” Content-based movie recommender using TF-IDF & cosine similarity. Netflix-inspired UI with 4,800+ movies. Try the live demo!

    Python 1

  6. F-applications F-applications Public

    Demonstrating F# applications in Data Science β€” functional data analysis, cleaning, and visualization using Deedle & Plotly.NET. Explore how F#'s type safety, pipelines, and pattern matching create…

    HTML 1