siddiq
As an AI Engineer specializing in Generative and Agentic AI, I am driven by a blend of ambition and logical rigor to develop impactful solutions. I thrive on autonomous problem-solving, taking full accountability for my work while also valuing collaborative efforts to achieve pragmatic, data-driven outcomes.
Experience
AI Engineer – Generative AI & Agentic AI
Accenture · Feb 2024 – Present
- Designed and built an AI-powered email response generator on Azure OpenAI (GPT-4), engineering prompt templates to classify incoming loan and credit card queries by intent and retrieve relevant account context from Azure Cosmos DB for grounded, compliant replies.
- Deployed the solution as a serverless Azure Function integrated with the internal ticketing system, and partnered with customer service leads to validate tone, accuracy, and edge cases before rollout - cutting average response turnaround time by 40% and easing workload for the support team.
- Built a customer-facing WhatsApp chatbot using Azure OpenAI, Azure Cognitive Search, the WhatsApp Business API, and Azure Functions, combining retrieval-augmented generation with multi-turn conversation flows and session/context management in Azure Cosmos DB to support 200+ intents, including balance inquiries, card block/unblock requests, and loan status checks.
- Collaborated with product and compliance stakeholders to define conversation guardrails, disclaimers, and fallback-to-agent handoff logic, then rolled out the chatbot in a phased regional launch - reducing inbound call center volume by 25%.
- Architected a multi-agent underwriting and fraud-screening system using CrewAI, defining specialized agents for document verification, credit risk scoring, and fraud-pattern detection with clear task boundaries and shared context.
- Implemented autonomous task-delegation and inter-agent communication logic, including escalation to human underwriters on low-confidence decisions, to balance automation speed with risk controls.
- Partnered with underwriting and risk teams to tune agent decision thresholds and validate outputs against historical cases cutting average loan-decision turnaround time by 30% while maintaining full audit traceability across all agent actions.
- Architected a multi-agent financial research copilot using CrewAI and LangChain, designing planner, retriever, and writer agents that autonomously query internal APIs and market data sources to support relationship managers preparing portfolio reviews.
- Implemented human-in-the-loop approval guardrails and citation tracking so advisors could verify every data point before client-facing use, ensuring compliance with internal research-disclosure policies.
- Collaborated with relationship managers and compliance stakeholders to validate briefing accuracy and tune retrieval relevance cutting portfolio-review prep time from hours to minutes.
Python Backend Developer / Associate Software Engineer
Accenture · Aug 2022 – Jan 2024
- Developed and maintained 15+ RESTful microservices using Python and FastAPI for an enterprise insurance policy platform serving 50,000+ daily active users, optimizing SQL and PostgreSQL queries to improve average API response time by 30%.
- Designed and implemented unit and integration test suites using PyTest, achieving 85%+ code coverage and catching edge-case defects through peer code reviews.
- Set up CI/CD pipelines using Jenkins, Docker, and Git, and collaborated with BAs, QA, and DevOps in Agile ceremonies to deliver policy quoting and claims-processing features on schedule - groundwork that led to an internal transition into Accenture's Generative AI & Agentic AI Engineer track.
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Education
Bachelor of Technology (B.Tech), Mechanical Engineering
Jawaharlal Nehru Technological University Hyderabad (JNTUH) · 2019 — 2022
Diploma, Mechanical Engineering
Government Polytechnic, Nalgonda · 2015 — 2018
Secondary School Certificate, SSC - Class X
Government High School / Board of Secondary Education · 2015 — 2015
Contact details
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What drives their work
The Architect
They meticulously design the underlying structure before bringing a system to life.
siddiq's superpower
You excel at conceptualizing and constructing robust, scalable AI architectures that solve complex business problems.
How siddiq works
You are best suited for roles in product-based companies that require designing and implementing robust, scalable AI systems with a clear business impact.
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