Claims you can check
Each card points at something real — open the source and verify for yourself.
- StatedRésuméVendor-agnostic multi-agent AI system (OpenAI, Anthropic, Gemini, Ollama) with Planner, Navigator, Validator agents on distributed systems; 61 integration tests, 25-payload adversarial corpus; identified 3 critical-severity vulnerabilities via object-oriented design and severity scoring
- StatedRésumé
Amazon Product Classifier
Offline benchmark: TF-IDF + SVM (96.5% accuracy) vs. LLM few-shot classifier (Gemini 1.5 Flash) on Amazon ML Challenge 2023; algorithm design and complexity analysis across 36 categories with relational database storage - StatedRésumé
Data Engineer Intern @ Amazon – IN Stores Tech (Merlin BI Platform, 200+ business teams)
Built MDDQ, a scalable fault-tolerant DQ pipeline on AWS running 410+ daily checks; eliminated 2–4 hrs/domain/day of manual validation across 3 domains, catching a live incident with 314 hrs of data staleness before it reached 200+ teams. Engineered adaptive threshold engine with 10 scoring methods; built AI Onboarding Agent cutting new domain setup from 1–2 weeks to 15 min; collaborated cross-functionally in agile sprints. Built ASTOR, an end-to-end SQL validation framework using AST parsing (sqlglot) + LLM semantic diff; 239 unit tests, 28-rule DynamoDB library, object-oriented design; eliminated zero-validation gap between LLM-generated ETL and production deployment. Implemented IAM STS AssumeRole chaining for cross-account Redshift access across 3 AWS accounts; integrated Amazon Bedrock (Claude) for AI root cause analysis with automated SES alert routing to 12 dataset owners. - StatedRésumé
Software Engineering Intern @ Dolze.ai
Architected scalable AI content platform using FastAPI microservices and object-oriented design with Google Gemini LLMs; shipped in agile sprints, improving workflow efficiency by 40% and feature adoption by 25%. Built REST APIs for multi-tiered distributed systems, automated testing pipelines, and production telemetry dashboards to monitor model performance across teams. - StatedRésumé
Software Engineering Intern @ Emmetra Technologies
Engineered scalable image processing pipeline in Python and C++ with parallel computing and algorithm optimization, reducing latency by 40% across 100+ images; benchmarking harness tracked memory and compute via data structures and complexity analysis. - StatedRésumé
Vice President, E-Cell MSRIT
led 12-member team, events reaching 3,000+ students - StatedRésumé
SAP Hackfest 2024: Top 50
AI energy forecasting, 90% accuracy - StatedRésumé
IIT-BHU 2024: Finalist
ML campus navigation - StatedRésumé
AWS Certified AI Practitioner (AIF-C01)
Certification - StatedRésumé
AWS Academy Cloud Foundations
Certification
What Anant can prove
Proven Unproven
- Agile: self-declared, 0 evidence items
- AI Agents: self-declared, 0 evidence items
- Algorithm Design: self-declared, 1 evidence items, linked to Project: Amazon Product Classifier
- Anomaly Detection: self-declared, 0 evidence items
- AWS Bedrock: self-declared, 0 evidence items
- AWS CloudWatch: self-declared, 0 evidence items
- AWS DynamoDB: self-declared, 0 evidence items
- AWS EventBridge: self-declared, 0 evidence items
- AWS IAM: self-declared, 0 evidence items
- AWS Lambda: self-declared, 0 evidence items
- AWS Redshift: self-declared, 0 evidence items
- AWS S3: self-declared, 0 evidence items
- AWS Step Functions: self-declared, 0 evidence items
- Benchmarking: self-declared, 0 evidence items
- C: self-declared, 0 evidence items
- C++: self-declared, 0 evidence items
- CI/CD: self-declared, 0 evidence items
- Complexity Analysis: self-declared, 1 evidence items, linked to Project: Amazon Product Classifier
- Computer Networks: self-declared, 0 evidence items
- CSS: self-declared, 0 evidence items
- Data Structures & Algorithms: self-declared, 0 evidence items
- DBMS: self-declared, 0 evidence items
- Distributed Computing: self-declared, 0 evidence items
- Distributed Systems: self-declared, 1 evidence items, linked to Project: AgentGuard
- Docker: self-declared, 0 evidence items
- FastAPI: self-declared, 0 evidence items
- Fault-tolerant & Scalable Systems: self-declared, 0 evidence items
- Git: self-declared, 0 evidence items
- HTML: self-declared, 0 evidence items
- Java: self-declared, 0 evidence items
- JavaScript: self-declared, 0 evidence items
- Jupyter Notebook: self-declared, 0 evidence items
- LangChain: self-declared, 0 evidence items
- LangChain.js: self-declared, 1 evidence items, linked to Project: AgentGuard
- LLMs: self-declared, 0 evidence items
- Microservices: self-declared, 0 evidence items
- Multi-tiered Systems: self-declared, 0 evidence items
- Object-Oriented Design: self-declared, 1 evidence items, linked to Project: AgentGuard
- Offline Evaluation: self-declared, 0 evidence items
- OS: self-declared, 0 evidence items
- Pandas: self-declared, 1 evidence items, linked to Project: Amazon Product Classifier
- Prompt Engineering: self-declared, 0 evidence items
- Python: self-declared, 2 evidence items, linked to Project: AgentGuard, Project: Amazon Product Classifier
- RAG: self-declared, 0 evidence items
- Relational Databases: self-declared, 0 evidence items
- REST APIs: self-declared, 0 evidence items
- Scikit-learn: self-declared, 1 evidence items, linked to Project: Amazon Product Classifier
- SQL: self-declared, 0 evidence items
- sqlglot: self-declared, 0 evidence items
- System Design: self-declared, 0 evidence items
- TypeScript: self-declared, 1 evidence items, linked to Project: AgentGuard
Shipped work
See all workFlagship systems this candidate architected will appear here once attached to the dossier. No project has been added yet.
Getting better, on the record
Proven skills over time — today marked in lime.
This trajectory populates once the candidate completes scored interview sessions. No score has been recorded or estimated here.
Career chronology
Gaps shown honestly — only what's on the record.
Data Engineer Intern
Amazon – IN Stores Tech (Merlin BI Platform, 200+ business teams)
AWS Certified AI Practitioner (AIF-C01)
Software Engineering Intern
Dolze.ai
AWS Academy Cloud Foundations
Software Engineering Intern
Emmetra Technologies
SAP Hackfest 2024: Top 50
IIT-BHU 2024: Finalist
M S Ramaiah Institute of Technology Bengaluru, India
Bachelor of Engineering
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