ASIRWAD.SALI
SYS.INIT.2026LOC: INDIAROLE: AGENTIC_AI_DEV
001 // PORTFOLIO
ENGINEEREDPERFECTION
Engineering production-grade agentic AI systems for enterprise healthcare. Architecture meets Aesthetics.
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SYSTEM.ACTIVESYS.ACT
V2.0.4
◐ RENDERING
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01 // SECTION_ID
SYSTEM LOGS
CHRONOLOGICAL RECORD OF PROFESSIONAL DEPLOYMENTS AND TECHNICAL OPERATIONS.
DEV_L2 :: SOFTWARE_ENGINEERING
UST Global – US Healthcare (Payor)|Kerala :: Hybrid
2026.08 – Present
SYSTEM_OPERATIONS
- >Building a multi-agent conversational AI platform using AWS Strands SDK, enabling member support across web and messaging channels.
- >Working within an orchestrator-based architecture that delegates requests to specialized agents handling claims, provider discovery, benefits information, and authorization support.
- >Implementing agent integrations, tool-calling workflows, and backend service interactions to enhance member self-service capabilities.
TECH_STACK
AWS_STRANDS_SDKAGENTCOREAWS_BEDROCKMULTI_AGENTTOOL_CALLING
METRICS
4+
SPECIALIZED_AGENTS
24/7
MEMBER_SELF_SERVICE
DEV_L1 :: SOFTWARE_ENGINEERING
UST Global – US Healthcare (Payor)|Kerala :: Hybrid
2024.08 – 2026.08
SYSTEM_OPERATIONS
- >Developed agentic workflows using LangChain and LangGraph enabling conversational access to healthcare information, reducing navigation across multiple enterprise systems.
- >Implemented RAG and tool-calling integrations with healthcare services and backend APIs, alongside guardrails and response validation for accuracy and consistency.
- >Migrated legacy monolithic tokenization service to AWS Lambda, cutting annual costs by $15K.
- >Improved throughput 3x (180 → 540 req/min) via async processing and auto-scaling, with HIPAA-compliant audit trails throughout.
TECH_STACK
LANGCHAINLANGGRAPHRAGSPRING_BOOTAWS_LAMBDAVAULT
METRICS
$15K
ANNUAL_SAVINGS
3X
THROUGHPUT_540_RPM
02 // SECTION_ID
MISSION FILES
ARCHIVE OF EXECUTED PROJECTS, ARCHITECTURAL DESIGNS, AND CODEBASES.
03 // SECTION_ID
CORE MODULES
TECHNICAL COMPETENCIES, FRAMEWORKS, AND OPERATIONAL CAPABILITIES.
AGENTIC_AI
LANGCHAIN
LANGGRAPH
STRANDS_SDK
AGENTCORE
RAG
MULTI_AGENT_DESIGN
LLM_EVALS
LLMS_&_GENAI
AWS_BEDROCK
OPENAI
PROMPT_ENG
RAGAS
FINE_TUNING
BACKEND
SPRING_BOOT
FASTAPI
ASYNC_SYSTEMS
MICROSERVICES
HEALTHCARE
HIPAA
PHI_TOKENIZATION
AUDIT_TRAILS
ZERO_TRUST
CLINICAL_NOTE_AUTOMATION
CLOUD_DEVOPS
AWS
DOCKER
CLOUDWATCH
HASHICORP_VAULT
DATABASES
POSTGRESQL
MYSQL
DYNAMODB
MONGODB
PINECONE
BIGQUERY
OPENSEARCH
LANGUAGES
PYTHON
JAVA
TYPESCRIPT
C
HONORS_&_AWARDS
AUG 2026
AI_EARLY_ADOPTER_AWARD :: UST_TOWN_HALL
Awarded by the UST VP & Chief Digital Officer, Healthcare. Exceptional excellence as an AI early adopter.
DEC 2025
USTAR_AWARD :: STELLAR_STAR
Highest UStar award category. Innovation in AI-powered healthcare solutions and scalable platforms.
JAN 2025
RUNNER_UP :: AGENTIC_AI_HACKATHON
2nd/70+ teams. MedScribeAI: 4 specialized agents automating intake, scribing & SOAP generation in 48h.
2025
SELECTED :: PROACTIVE_PULSE_AI
Round 1 Selection. AWS SuperOps SuperHack25 MSP Agentic Platform.
2024
TEAM_LEAD :: MAJOR_PROJECT
InvisiCipher++ Steganography Suite (92% PSNR).
EDUCATION
2020 – 2024
B.TECH :: COMPUTER_SCIENCE_&_ENGINEERING
College of Engineering CherthalaCGPA: 8.5/10
04 // SECTION_ID
COMMS LINK
ESTABLISH SECURE CONNECTION FOR COLLABORATION OR INQUIRY.
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