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About me

Software Engineer at Solverminds, building GenAI, automation, backend and data systems for maritime logistics products.

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100+
AI workflows & agents shipped
60+
Carrier schedules automated
Live
Real-time vessel prediction
~90%
RAG retrieval accuracy

Skill map

Hover a category to trace its skills

I started in data analysis — owning data quality, reporting and the messy work of turning 60+ carrier schedule formats into something trustworthy — then grew into engineering the systems end to end.

Today I build GenAI and agentic automation: 100+ AI workflows and agents across two internal teams, real-time vessel schedule prediction, and RAG pipelines that reach ~90% retrieval accuracy on domain documents — all wired into reliable Python, Django and FastAPI backends.

I care about the parts that make AI production-grade: modular router/sub-agent design, validation guardrails, token-cost control, and pipelines that run zero-touch. The goal is AI that's useful, reliable, and worth people's trust.

Experience

Software Engineer

Oct 2024 — Present

Solverminds Solutions & Technologies · Chennai · On-site

Building GenAI, automation, backend and data systems for maritime logistics products.

  • Designed and deployed the Standardized Schedule System (Python, Django, PostgreSQL, pandas, Airflow) — unifying 60+ carrier schedule formats into one validated schema with anomaly checks and a daily automated refresh.
  • Cut a 20+ hour, 3-person schedule-processing workflow down to an unattended, zero-touch daily pipeline that completes in ~6 hours with no manual post-processing.
  • Built 100+ AI workflows and agentic automations for 2 internal teams with LangGraph, LangChain, n8n and the OpenAI/Anthropic APIs — shared memory, tool use and validation guardrails throughout.
  • Architected an Agentic Workflow Platform of router- and specialist-agent patterns (schema-constrained outputs, retries, guardrails) used across operations, CRM and schedule assistance.
  • Shipped real-time vessel schedule prediction and RAG pipelines over 50+ pages of technical PDFs, reaching ~90% retrieval accuracy for domain search and Q&A.
  • Built an in-house WhatsApp CRM assistant handling 30+ lead/message workflows — container booking, CRM lead creation, vessel schedules and container tracking.
  • Led a 6-person delivery effort across the Vessel Operating System, Schedule Sync Service and CRM automation — owning scope, schedules, risk and handoffs — while controlling LLM token cost via modular routers/sub-agents.
LangGraphLangChainn8nDjangoFastAPIPostgreSQLAirflowRAG

Data Analyst · Associate Data Analyst

Feb 2024 — Oct 2024

Solverminds Solutions & Technologies · Chennai

Owned data quality, automation, reporting and analysis for operational decision-making.

  • Collected, cleaned, transformed and validated high-volume maritime operations data with Python, SQL, PostgreSQL, pandas and Excel.
  • Built interactive dashboards and stakeholder-ready analysis to improve visibility into schedules, operations and data-quality issues.
  • Automated repetitive data workflows and produced structured datasets later consumed by backend services, analytics reports and AI/RAG pipelines.
PythonSQLPostgreSQLpandasExcel

Trainee Data Analyst

Aug 2023 — Jan 2024

Solverminds Solutions & Technologies · Chennai

Foundations in data analysis and visualization.

  • Supported data collection, cleaning and analysis for decision-making processes.
  • Used Python and SQL for data manipulation and extraction.
  • Contributed to visualization dashboards and collaborated with senior analysts on trends.
PythonSQLPyTorch

Skills

GenAI / LLMs

LangGraphLangChainAI AgentsRAGPrompt EngineeringOpenAI APIAnthropic APIVector searchEmbeddingsGuardrails

Python / Backend

PythonFastAPIDjangoREST APIsCeleryRedisAsync workersPostgreSQLSQLAPI integrations

Automation / Data

n8nApache AirflowCron jobspandasNumPyExcel automationETLData cleaningData validation

Knowledge Graphs

Neo4jCypherGraph modelingPython ETLMCP toolingNL data discovery

ML / Data Science

Machine learningDeep learningNLPscikit-learnData visualizationFeature engineeringModel evaluation

Cloud / DevOps

DockerDocker ComposeGitGitHub ActionsCI/CDLinuxGCPRelease coordination

Leadership

Team leadershipProject planningScopingSchedulingRisk managementIssue resolutionAI cost optimization

Education

Jeppiaar Engineering College

B.E. — Electrical, Electronics & Communications Engineering

2019 — 2023 · Grade: A+

KVS Matriculation Higher Secondary School

Higher Secondary (HSC)

2014 — 2019 · Grade: A

Certifications

IBM
Aug 2026

Intelligent by Design: Build an AI Agent

MS
Aug 2026

Architect production-grade multi-agent AI solutions in Azure

MicrosoftVerify
MS
Aug 2026

Develop AI agents on Azure

MicrosoftVerify
MS
Aug 2026

Develop generative AI apps in Azure

MicrosoftVerify
IBM
Jul 2026

AI Fundamentals: Foundations for Understanding AI

IBM SkillsBuildVerify
IBM
Jul 2026

Working in a Digital World: Professional Skills

IBM SkillsBuildVerify
U

Develop AI Agents, Apps & Automations [No-code x ChatGPT]

U
2025

Python & Django — The Complete Django Web Development Course

DL
2024

Advanced Learning Algorithms

DeepLearning.AI · StanfordVerify
DL
2024

Supervised Machine Learning: Regression & Classification

DeepLearning.AI · StanfordVerify
IITM
2024

Python for Data Science

NPTEL · IIT MadrasVerify