A database, from storage to consensus
A Go key-value database that connects an embedded LSM storage engine to a Raft-replicated cluster.
Quorum writes. Recoverable state.
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The project directory
Different problems.
The same curiosity.
From a database built in Go to controlled model experiments. A selection of projects, with the decisions and evidence behind the work.
14 projects · 6 engineering case studies
From experiments to monitored models
Synthetic-data case studies
Three connected studies in causal inference, inventory forecasting, and churn prediction, built on one synthetic e-commerce dataset.
Three studies. One synthetic dataset.
Understanding the cost of inference
A reproducible comparison of vLLM serving configurations and a serial HuggingFace baseline on the same GPU and workload.
Throughput, latency, memory, and cost.
ML features without future leakage
A Go feature store with historical training joins, Parquet offline storage, and Redis online serving.
Point-in-time correctness by design.
When fine-tuning does not win
ML experiment
A controlled comparison of LoRA, DoRA, and IA3 against zero-shot and few-shot math-reasoning baselines.
The baseline beat every adapter.
Retrieval with an authorization boundary
An internal knowledge assistant with department-scoped retrieval, hybrid search, streaming responses, and evaluation.
Access control belongs in retrieval.
A voice agent from the media stream up
Phone-based appointment workflows through Twilio, streaming transcription, agent routing, and speech synthesis.
Real-time audio and stateful booking.
Chess Fundamentals Tutor
A multimodal tutor combining text retrieval, board-position similarity, and structured coaching.
Text and board-position retrieval.
Diffusion for code refactoring
A limited benchmark study of discrete diffusion decoding and dependency-aware unmasking for code refactoring.
Exploring global code structure.
Incident response with human review
An agent workflow for diagnosis, patch generation, testing, and GitHub pull requests, with a human approval gate.
Diagnosis → review → tested patch.
Plant disease recognition
A TensorFlow/Keras image-classification project developed during the LetsGrowMore internship.
Image-based disease classification.
SentinelMesh
A Go inspection proxy and LangGraph orchestration layer for policy-controlled agent requests.
Ingress and egress policy checks.
Street-view semantic segmentation
Semantic segmentation of CamVid street scenes using DeepLabv3+ and a ResNet-18 backbone.
Scene understanding at pixel level.
Taxi trips as a graph
An educational ETL pipeline that models NYC taxi trips in Neo4j and explores locations with PageRank and BFS.
From Parquet data to graph queries.
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