Subhadip Mitra

ISO8583-Simulator. Modern ISO 8583 simulator with CLI, Python SDK, and interactive notebooks. Parse/build/validate messages at 180k+ TPS. Supports all major card networks and EMV chip data.

triton-kernels. High-performance GPU kernels for LLM inference in OpenAI Triton. Fused RMSNorm, SwiGLU, INT8 GEMM with benchmarks and roofline analysis.

mhc-visualizer. Interactive visualization of Manifold-Constrained Hyper-Connections (mHC) for stable deep network training

blockchain-loyalty-fabric. A Blockchain based Loyalty Programs platform (uses Hyperledger Fabric)

steering-vectors-agents. Runtime control of LLM agent behaviors through activation steering vectors. More calibrated than prompting.

spark-llm-eval. Spark-native LLM evaluation framework with confidence intervals, significance testing, and Databricks integration

smpp-kafka-producer. High-performance SMPP-to-Kafka bridge with HTTP/2 API, Prometheus metrics, and Kubernetes support

ai-metacognition-toolkit. Python toolkit for detecting and analyzing metacognitive capabilities in AI systems. Includes situational awareness detection, counterfactual CoT analysis, and production monitoring.

speculative-decoding. Reference implementation of LLM inference acceleration techniques. Includes speculative decoding, tree speculation, EAGLE, Medusa, KV-cache compression, and diffusion model efficiency with roofline analysis.

credit_risk. Forecast long sequence default/downgrade of corporate entities and financial assets based on structured and unstructured data.

red-queen. Evolutionary adversarial testing framework for AI safety using quality-diversity search to discover interpretable, transferable vulnerabilities across LLMs. (ICLR 2026)

blockchain-mining-strategy. Implementing a strategy for mining using game theory

blockchain_exchange. Distributed Token Exchange - ERC20 Compliant Tokens

reinforcement-learning-stock-trading. Python

smpp-core. The modern replacement for Cloudhopper - A clean-room Java 21 implementation of the SMPP protocol.

financial-risk. Calculating financial risk with Monte Carlo Sim

pdf-sentiment-analysis. Jupyter Notebook

datafusion-bigtable. Bigtable data source for Apache Arrow DataFusion

text-summarization. Jupyter Notebook

dataproc-templates. Java

heartohelp.us. A Listener Venter Random Chat Sytem with persistence, dedicated Rooms, Bans/reports , multiple users, Matched pairings

arrow. Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

Data-Product-Specification. An open specification for data products in Data Mesh

unified-socket. a scalable, fault tolerant unified fast TCP/IP socket library

AlphaGo_Zero. a bot that uses RL (AlphaGo_Zero) to play with Telegram Players

datory-etl-preprocessing. Framework for custom Hadoop/Spark input format and processing

iceberg. Apache Iceberg

namazu. :fish: 鯰: Programmable fuzzy scheduler for testing distributed systems

zerofish-imaging. Using the Thunder Library for Image Processing with Spark ML Lib

queryparser. Parsing and analysis of Vertica, Hive, and Presto SQL.

dremio-sha256-udf. UDF implementing SHA2 - 256 Digest for Dremio

facebook-graph-api-nodejs. Illustrates the FB Graph API v2.0 with Node.js

lmMD5. Low Memory MD5

arrow-datafusion. Apache Arrow DataFusion and Ballista query engines

consent-base. Sample base application for Consent Management, that uses Spring Boot, MongoDB, Kubernetes and Istio.

DataflowTemplates. Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks

sql-parser. Parse SQL (select) statements into abstract syntax tree (AST) and convert ASTs back to SQL.

artemis-agents. A production-ready framework for structured multi-agent debates with adaptive evaluation, causal reasoning, and built-in safety monitoring.