Hi! I'm Abhishek Suresh

Experience

Archemy Inc Aug 2025 · Present
AI Engineer · New York, USA
Bread Financial Jan 2023 · Aug 2023
RPA Developer · Bengaluru, India
Infosys Ltd Sep 2019 · Jan 2022
Systems Engineer · Pune, India

Projects

AI Trading Floor
AWS OpenAI Agents SDK Playwright MCP Terraform Next.js EventBridge

A production multi-agent LLM system featuring auto-routing, RAG memory, tool-augmented research, and agent debate for trade simulation, built on AWS with guardrails, observability, and scheduled autonomous workflows.

Knowledge Graph Explorer
Streamlit Knowledge Graph SQL-to-Ontology FastAPI Vercel

Dashboard for exploring a 3-level ML taxonomy with semantic search, graph navigation, concept similarity, free-text classification, and coverage auditing.

Fine-Tuned Price Prediction Model
Python Hugging Face LoRA QLoRA Ollama

Fine-tuned GPT-4, Claude, and LLaMA 3.1 on an Amazon product dataset using LoRA and QLoRA. Built prompt engineering templates and eval benchmarks (MSLE, MAE) to measure pricing accuracy against classical ML baselines.

About

📍 New York, USA

I am an AI & data engineer with 3+ years of experience building ML systems, automation pipelines, and cloud infrastructure. I want to use technology to solve hard problems. With a master's degree in Information Systems from NYU, I am proficient in modern AI agent frameworks, computer-use tooling, and full-stack development.

Programming

PythonSQLJavaScript

Machine Learning

PyTorchTensorFlowScikit-Learn LLM Fine-TuningLoRAQLoRA EmbeddingsModel Drift Monitoring

Generative AI

OpenAI Agents SDKLangChainLangGraph MCPPlaywrightPrompt Engineering Multi-Agent SystemsGuardrails RAGChromaDBPinecone BM25MMR RerankingKnowledge Graphs

Evaluation & MLOps

LangSmithRAGASLLM Evaluation Frameworks AirflowCI/CDFeedback Loops

Cloud & Infrastructure

AWS BedrockECS FargateSageMaker S3 VectorsAurora ServerlessLambda API GatewaySQSEventBridge GCPAzure ML

Tools

DockerTerraformMongoDB PostgreSQLFastAPIUiPath Automation Anywhere