Mohammed Afsal B

Mohammed Afsal B

AI Software Engineer @ Accelnomics Technologies

About

I build agentic AI systems that replace manual workflows rather than just speeding them up, and I treat evaluation as a core part of the build, not an afterthought.Over the past four years I've shipped production LLM systems for global enterprises, including Sony R&D. I built a financial data warehouse on GCP that reduced multi-day reporting to under 60 seconds, designed multi-agent IT automation pipelines (LangGraph + Azure GPT) that cut manual ticket handling by more than 60%, and developed a computer-vision OCR pipeline reaching 95%+ accuracy across varied ticket formats.I help companies stuck running expensive, repetitive processes by hand. My evaluation approach is what makes those systems trustworthy: I build pass/fail tasks from real user data, capture full agent transcripts (prompts, tool calls, reasoning) to debug failures, and grade with a mix of code-based, model-based, and human checks. I track capability evals to measure progress on hard new workflows and regression evals to catch breaks before users do.My stack: GPT-4, Claude API, LangChain, LangGraph, CrewAI, RAG pipelines, agent evaluation (LangSmith, RAGAS, custom eval harnesses), Pinecone/Chroma, FastAPI, GCP, Azure, Docker, Python.BS-MS from IISER Thiruvananthapuram, INSPIRE Fellow (top ~1% nationally), co-author of a peer-reviewed paper in Communications Biology (Nature Portfolio, 2021).Based in Dubai and available immediately for AI Engineer roles.📩 afzalbadarudeen.07@gmail.com | +971 58 301 1564

Country

United Arab Emirates

City

Dubai

Industry

Information Technology & Services

Skill

Containerization, Docker, LangChain, Agentic Workflows, Microsoft Azure, AI Orchestration, Distributed Systems, Generative AI Agents, Microservices, Data Pipelines, Application Deployment, MLOps, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Data Management, Data Security, Data Preparation, Data Cleaning, Network Infrastructure Architecture, Google Workspace

Experience

Accelnomics Technologies

AI Software Engineer

Accelnomics Technologies

LinkedIn
2023-11 - 2026-3 · 2 yrs 5 mos

Bengaluru

Architected multi-agent LLM workflows (LangGraph + Azure GPT-4) that automated end-to-end IT ticket resolution across Salesforce, HubSpot, and Zoho, reducing manual agent intervention by 60%+ and handling 1,000s of monthly service requests autonomously — deployed across 5+ enterprise clients. Built end-to-end AI automation pipelines (NLP + LLM + RPA) that eliminated recurring manual workflows across multiple client environments — directly reducing operational overhead and freeing teams from high-volume, low-value processing tasks. Designed and optimized RAG pipelines over large-scale enterprise knowledge bases, grounding LLM outputs in proprietary data and measurably improving factual accuracy and stakeholder trust in AI-generated responses. Collaborated across 4-country delivery teams (USA, Australia, India, Japan) to scope, prototype, and ship AI products under tight client deadlines — owning the full cycle from architecture design to production deployment.

Freelance | Self-Employed

Freelance Python Developer / Data Scientist

Freelance | Self-Employed

LinkedIn
2022-8 - 2023-11 · 1 yr 4 mos

Kerala, India

Indian Institute of Science Education and Research, Thiruvananthapuram

Junior Research Fellow

Indian Institute of Science Education and Research, Thiruvananthapuram

LinkedIn
2020-10 - 2021-11 · 1 yr 2 mos

Thiruvananthapuram

› Processed and analysed large-scale genomic datasets using R and SnapGene, applying statistical models and sequence alignment pipelines — findings published in Communications Biology (Nature Portfolio). › Built reproducible, well-documented data analysis workflows, developing the engineering rigour that directly translates to production-quality ML pipelines. › Applied bioinformatics methods to high-dimensional biological data, bridging domain science and data engineering in a peer-reviewed research context.

Education

Indian Institute of Science Education and Research, Thiruvananthapuram

Indian Institute of Science Education and Research, Thiruvananthapuram

LinkedIn
2015-8 - 2020-5 · 4 yrs 10 mos

Relevant Courses: BIOLOGICAL DATA ANALYSIS INTRODUCTION TO ALGEBRA SINGLE VARIABLE CALCULUS MULTIVARIABLE CALCULUS INTRODUCTION TO PROBABILITY AND STATISTICS

Mohammed Afsal B's Contact Information

Email

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