CortexAgent
Production Agentic RAG Platform for SEC 10-K Research
A multi-agent financial research platform with evaluation gates, section-aware retrieval, and cost-aware provider routing.
Resume
Yaswanth Kumar Akkireddy
A formatted HTML resume with direct access to the PDF, designed to stay clear, readable, and easy to review.
Section 01
ProfessionalSummary
Postgraduate AI/GenAI engineer with 1 year of production experience evaluating LLM chatbots, RAG pipelines, and agentic AI systems, plus portfolio-grade builds spanning SEC research, experimentation infrastructure, and regulated financial workflows. Hands-on with Python, SQL, LangGraph, LangChain, FastAPI, RAG, vector retrieval, LLM provider APIs, CI/CD, and evaluation frameworks.
Section 02
CoreSkills
AI/GenAI Engineering
Python
SQL
LangGraph
LangChain
Agentic AI
Multi-Agent Orchestration
Prompt Engineering
RAG Architectures
Hybrid Retrieval
Vector Search
Embeddings
Tool-Calling
Function Orchestration
LLM Provider APIs
Anthropic
Google GenAI
Groq
Backend, Data and Deployment
FastAPI
RESTful APIs
Scalable Backend Services
SQLAlchemy
PostgreSQL
ChromaDB
Redis
dbt-core
SQLite
Docker
Docker Compose
GitHub Actions
CI/CD Pipelines
Streamlit
Evaluation, Monitoring and Analytics
RAGAS
DeepEval
Langfuse
LangSmith
LLM Evaluation
Monitoring Frameworks
Cost Tracking
Latency Tracking
Responsible AI
Guardrails
Bayesian A/B Testing
CUPED Variance Reduction
Section 03
Experience
AramAlgorithm.ai
AI Red Team Engineer
12 Mar 2025 - 12 Feb 2026Remote
- Designed and implemented structured red-teaming frameworks for LLM safety, robustness, misuse risks, and failure-mode discovery across production-style AI workflows.
- Built Python-based adversarial testing scenarios for LLM chatbots, RAG pipelines, and agentic AI systems using practical evaluation tooling and disciplined reporting.
- Created automated pipelines that converted evaluation outputs into structured, compliance-ready evidence artifacts for engineering and review stakeholders.
- Collaborated with engineering and compliance teams to translate responsible AI requirements into measurable test plans, impact-aware findings, and repeatable evaluation criteria.
Section 04
FeaturedProjects
ExperimentOS
Product Experimentation and SQL Metric Governance Platform
An experimentation system that combines Bayesian decisioning, CUPED, governed metrics, and decision memo generation.
Banking OS
Trusted Agentic Banking and Fintech Operating System / Banking OS
Policy-governed workflow control layer for regulated finance.
Section 05
Education
Vellore Institute of Technology
Integrated M.Tech in Computer Science and Engineering, Business Analytics
Jun 2020 - Sep 2025GPA: 8.03/10.0
Section 06
CertificationsandPrograms
McKinsey.org Forward Program - Selected Learner
LangChain and Agentic AI - DeepLearning.AI
AWS Cloud Essentials
Cisco Data Analytics Essentials