Suvam “eSBee” Behera

As a Software Engineer with nearly seven years of experience, I thrive on leveraging my curiosity and logical insight to dissect complex challenges. My determination and resourcefulness drive me to innovate and engineer robust, efficient solutions that truly make an impact.

Experience

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Software Engineer

V2 Solutions Inc. · Jul 2024 – Present

Not yet confirmed

• Developed, deployed and led 2 interns in building a LangGraph based Multi-Agent Fashion Trends aggregator and analyzer for Perspiq.ai, an apparel enrichment platform, with two specialized agents: a Trend Aggregation Agent that runs hourly to collect fashion signals from web sources, generate vector embeddings, and persist them in pgVector; and a Trend Recommendation Agent triggered daily to match client catalogs against emerging trends using Cosine Similarity and Deterministic Matching and deliver actionable recommendations via email, including the relevant product, target market/area, and expected trend duration. improving inventory utilization of our clients by 30%
• Built a LangFuse LLM-as-Judge evaluation suite scoring the Trend Recommendation Agent's outputs against a fashion-domain rubric (product-trend fit, market relevance, duration accuracy), flagging 15% of runs as low-confidence for prompt and retrieval tuning, improving judge/human agreement from 78% to 91% over three iterations
• Collaborated directly with Finance and Accounts teams to develop an Agentic AR Automation System using AWS Agentcore, Bedrock & Strands API, fully automating the processing of remittance emails, payment-to-invoice reconciliation, and ERP updates reducing the daily reconciliation cycle by almost 99.98%
• Implemented persistent RAG-based agent memory to checkpoint and retrieve insights from previous runs, enabling contextual continuity and progressively improving agent decision-making.
• Engineered reliable and secure agent execution using AgentCore Gateway for ERP integration, Bedrock Guardrails for PII/Financial Data redaction, and HITL workflows to route ambiguous payments for human validation.

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Associate Software Engineer

V2 Solutions Inc. · Jul 2022 – Jul 2024

Not yet confirmed

• Designed an event-capturing system using RabbitMQ and built interactive Metabase dashboards for real-time BI analytics, eliminating 100% of manual report generation within 3 months.
• Developed a CLIP-based image classification pipeline to categorize 400K+ images daily against a predefined client taxonomy, automating 98% of content classification and eliminating manual tagging effort by 100% by the end of second month.

Data Science Intern

The Sparks Foundation · Aug 2021 – Sep 2021

Not yet confirmed

Student Intern

TeleNetworks Technologies Private Limited · Jan 2020 – Jan 2020

Not yet confirmed

What drives their work

The Architect

Designs and refines systems to ensure they are robust and scalable.

Suvam's superpower

You excel at designing and optimizing complex systems to handle high data volumes and evolving requirements.

How Suvam works

You would excel in teams focused on building and scaling robust data-intensive applications and AI-driven automation solutions.