Tool tree
AI engineer building production LLM agents: LangGraph orchestration, RAG grounded in user data, anti-hallucination guardrails, LLM-as-judge evals, and Go backends.
Implementation
gradeNot graded
gradeNot graded
page: Every page
get_profileAnswer
Get Samrat Mukherjee's identity, current focus, location and availability. Use this first to answer who he is or whether he is open to work.
View tool JSON
{
"name": "get_profile",
"kind": "answer",
"impl": "imperative",
"description": "Get Samrat Mukherjee's identity, current focus, location and availability. Use this first to answer who he is or whether he is open to work.",
"inputSchema": {
"type": "object",
"properties": {}
},
"page": "/"
}list_projectsAnswer
List the products Samrat has shipped, each with its headline metric, stack and URL. Use when asked what he has built or for evidence of production AI work.
View tool JSON
{
"name": "list_projects",
"kind": "answer",
"impl": "imperative",
"description": "List the products Samrat has shipped, each with its headline metric, stack and URL. Use when asked what he has built or for evidence of production AI work.",
"inputSchema": {
"type": "object",
"properties": {}
},
"page": "/"
}get_experienceAnswer
Get Samrat's professional history: roles, dates, what he built at each and the stack used. Use for screening depth or verifying a specific claim.
View tool JSON
{
"name": "get_experience",
"kind": "answer",
"impl": "imperative",
"description": "Get Samrat's professional history: roles, dates, what he built at each and the stack used. Use for screening depth or verifying a specific claim.",
"inputSchema": {
"type": "object",
"properties": {
"company": {
"type": "string",
"description": "Optional. Filter to one employer, e.g. 'Shortlistapp', 'Atum Labs', 'Defipe' or 'TechExactly'."
}
}
},
"page": "/"
}get_skillsAnswer
Get Samrat's technical skills grouped by area, plus the headline outcome metrics. Use to check whether he has a specific technology.
View tool JSON
{
"name": "get_skills",
"kind": "answer",
"impl": "imperative",
"description": "Get Samrat's technical skills grouped by area, plus the headline outcome metrics. Use to check whether he has a specific technology.",
"inputSchema": {
"type": "object",
"properties": {
"area": {
"type": "string",
"description": "Optional. Filter by group, e.g. 'AI Agents', 'RAG', 'Evals', 'Python', 'Backend' or 'Infra'."
}
}
},
"page": "/"
}get_contactAnswer
Get how to reach Samrat. Read-only: this returns the address and booking link for the user to act on. It does not send mail or book anything.
View tool JSON
{
"name": "get_contact",
"kind": "answer",
"impl": "imperative",
"description": "Get how to reach Samrat. Read-only: this returns the address and booking link for the user to act on. It does not send mail or book anything.",
"inputSchema": {
"type": "object",
"properties": {}
},
"page": "/"
}