Aditya Pal

About Aditya Pal

Grad student at Georgia Tech pursuing MSCS specializing in Machine Learning 4+ years of Software Development and Platform Engineering experience at Goldman Sachs Passionate Researcher with strong interest in ML, DL, NLP and Document AI (with publications) Proficient in Python, PyTorch, TensorFlow, Jupyter, MLOps with Sagemaker, Vertex AI Professional experience in building ML Systems : LLMs, RAG, Prompt + PEFT/LoRa fine-tuning, Vector DBs for internal domain chatbots XGBoost model for Anomaly Detection / Fraud Detection of Web Traffic to APIsPrior Experience:As an Associate in the Transaction Banking Platform Solutions team at Goldman Sachs, I designed and developed scalable platform components enabling seamless and secure transactions for our clients. I leveraged my skills in AWS, Kafka, Terraform and Java to create robust and efficient solutions that meets the high standards and expectations of the growing business. I also lead Machine Learning efforts in the team for use cases like Fraud Detection, Anomaly Detection and creating internal domain chatbots using LLMs, RAGs, vector DBs etc.I am a passionate learner and an avid MOOC enthusiast, who is always eager to explore new technologies and domains in the field of computer science. I have completed several online courses and certifications on topics such as AI, ML, cloud computing, big data and have publications in the field of NLP. My goal is to constantly improve my knowledge and skills, and to apply them to solve real-world problems and challenges.

Experience

1. Sde 2

   Amazon

   May 2025 — Present · Austin, TX, US

   Data Intelligence org, Customer ServicesLed a team of 2 SDEs to build end-to-end infra for Neutron – an Agentic AI powered metrics app for L8+ executives:Built containerized multi-agent system using Strands on Bedrock AgentCore Runtime, wrote MCP tools (Redshift connectors, Knowledge Base experts); configured long-term memory & session management, implemented OpenTelemetry tracing for agent observability; Experimented with Agentcore Evaluations & Bedrock guardrails for LLM safety checks; Tested swarm workflows for deep-dive chat queries requiring multi-agent collaboration;Deployed React app on Cloudfront, API Gateway & Route53 DNS, used Edge Lambdas for AuthN, IAM AuthRConducted comprehensive analysis of OpenSearch versus CloudWatch Anomaly Detection and tested proactive detection of customer issues using OpenSearch Anomaly Detection (Robust RCF) on contacts data.Proactively built an event-based Taxonomy Tree Visualization system for PMs using D3.js, S3 & lambda triggersRevamped logging & monitoring framework in Heartbeat services to standardize metrics & reduce EMF costs

Education

• Birla Institute of Technology, Mesra

  Bachelor of Engineering (B.E.), Computer Science and Engineering

  2015 — 2019

• Georgia Institute of Technology

  Master of Science - MS, Computer Science

Skills

• Software Development
• Python
• Data Structures
• Transact-Sql
• Sql
• Linux
• R
• C
• Programming
• Java
• Algorithms
• Cloud Computing
• Mysql
• C++
• Html