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pratyaksh mundra

Open to work2 years experience

AI Engineer

Bengaluru, IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

AI Engineer specialising in agentic LLM systems and production GenAI infrastructure.

GitHub

Standing Rank

Rank Not Available

Developer Badges

No badges earned yet

Skills & Technologies

27 skills
langgraphlangchainopenai apiclaude apiamazon bedrockragfaissvector embeddingsprompt engineeringpythonsqltypescriptapache sparkpysparkaws athenadynamodbpostgressupabaserest api designawsgithub actionsci/cdverceldockernext.jsreactvercel ai sdk

Work Experience

AI Engineer | Senior Consultant

HCL Tech – Client: Commonwealth Bank of Australia

Sep 2024 - Present Bengaluru, India
  • Designed and deployed a LangGraph agentic pipeline as the AI backbone for SpendTrak and CBA’s Client Insights Assistant.
  • Built the Mapping Assistant component for CBA’s Client Insights Assistant over 4+ sprints.
  • Rebuilt CBA’s Companies Dashboard end-to-end.
  • Built a GitHub Actions CI/CD pipeline with automated version releases and bad SQL detection pre-merge.

Freelance AI Engineer

Starmingo – Consumer Fintech (under NDA)

Feb 2026 - Present Remote
  • Sole architect of the full agentic AI layer.
  • Runs structured prompt evaluation pipelines (pnpm eval).

Projects

Wayfarer

Claude APINext.js 14SupabaseMapboxTypeScript
  • Built a 5-tool Claude AI orchestration system with multi-layer prompt caching, deterministic entity resolution via Google Places API, and real-time streaming responses.

AI-Powered GitHub Repository Q&A

RAGFAISSAmazon BedrockLangChain
  • End-to-end RAG pipeline with Amazon Titan embeddings, FAISS vector store, LangChain memory, and conversational interface.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

ACM MobiCom 2024 Publication

First-authored WiSenseHub (ACM MobiCom 2024, ~10% acceptance rate).

About Details

Professional Bio

AI Engineer specialising in agentic LLM systems and production GenAI infrastructure. Deep hands-on experience with LangGraph, LangChain, OpenAI API, RAG architectures, tool-calling, and prompt engineering frameworks. Builds systems where model outputs are grounded, traceable, and evaluated.

B.Tech in Computer Science, Specialization in Robotics and AI in Computer Science

Vellore Institute of Technology (2020 - 2024)

Languages: English, Hindi