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infinitysugam/README.md

Hi, I'm Sugam Mishra 👋

Portfolio LinkedIn Email

I'm an AI/ML and data engineer with a Master's in Computer Science from South Dakota State University (4.0 GPA), specializing in cognitive AI architectures, multimodal understanding, and data-intensive systems. I build everything from novel research benchmarks to production-grade financial platforms.

  • 🧠 Latest: Built Synapse — a brain-inspired memory layer for AI agents with temporal knowledge graphs, Hebbian learning, and human-like forgetting
  • 🔬 Research: Video comprehension — created CLIP-CC dataset (200 videos, on Hugging Face) and the Video Comprehension Score (VCS) metric
  • 💼 Interests: AI/ML, cognitive architectures, knowledge graphs, data engineering, quantitative finance
  • 🌐 Portfolio: sugammishra.com
  • 🤝 Connect: LinkedIn

🚀 Featured Projects

Project Description Tech
🧠 Synapse NEW: Brain-inspired memory layer for AI agents — temporal knowledge graphs, Hebbian plasticity, hybrid search (semantic + BM25 + graph), bitemporal facts, contradiction resolution Neo4j · PyTorch · FastAPI
Video-Comprehension-Score Official implementation of VCS metric for evaluating narrative understanding in long-form video models PyTorch · Transformers · CLIP
CLIP-CC Benchmark dataset of 200 YouTube videos with human-written summaries for multimodal AI research (on Hugging Face) Python · Multimodal AI
AI-SupplyChain-Intelligence Supply chain demand forecasting with ARIMA + LLM explanations and knowledge graph visualization Django · LLMs · Knowledge Graphs
Semantic-Community-Detection Semantic community detection over knowledge graphs with LLM-guided Think-on-Graph reasoning Neo4j · Graph ML
stock_trading_platform Reinforcement learning-driven algorithmic trading platform with real-time market data integration RL · Real-time Data
finpulse Full-stack personal finance platform with investment tracking, loan management, and AI financial advisor Django · React · AI Agent

Tools I work with

Languages: Python · JavaScript/TypeScript · SQL · C/C++ · Java · C#

AI/ML: PyTorch · Transformers · LLMs & RAG (GraphRAG) · time series forecasting · reinforcement learning

Data & web: Django · React · .NET · MySQL · knowledge graphs · Neo4j

📊 GitHub Stats

GitHub stats Top languages

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  1. Multimodal-Intelligence-Lab/CLIP-CC Multimodal-Intelligence-Lab/CLIP-CC Public

    CLIP-CC: 200 human-narrated descriptions of ~90-second movie clips for long-form video-description research (EvalMG @ SIGIR 2026).

    Python 1

  2. bitcoin-dashboard bitcoin-dashboard Public

    Web dashboard for monitoring and managing Bitcoin Core nodes: wallets, transactions, mempool, and node health

    HTML

  3. Video-Comprehension-Score Video-Comprehension-Score Public

    Official implementation of Video Comprehension Score (VCS), a metric for evaluating narrative understanding in long-form video models

    Python 1

  4. AI-SupplyChain-Intelligence AI-SupplyChain-Intelligence Public

    Supply chain demand forecasting combining ARIMA and LLM-generated explanations, with knowledge graph visualization (Django)

    HTML

  5. openclaw openclaw Public

    Forked from openclaw/openclaw

    Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

    TypeScript

  6. synapse synapse Public

    A human-like memory layer for AI agents, modeled on the cognitive architecture of the brain

    Python