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Product-obsessed founding engineer with a track record of architecting and shipping complex, fault-tolerant AI applications from zero to one. Consistent Track Record of being in the Top 5 in every Hackathon, developing AI Products. As the Founding Engineer at a voice-AI startup, I owned the entire stack: real-time speech-to-speech pipelines, LLM orchestration and RAG, telephony infrastructure, backend microservices, a React dashboard, and 100% of the CI/CD and self-hosted cloud infrastructure, later migrated end to end to AWS. My core depth is in Enterprise and Production grade Agentic AI, LLM, Model Fine-tuning, low-latency voice AI and structured extraction; I work daily in both Python and TypeScript and handle everything from prompt design to the Infrastructure like Kubernetes clusters underneath. 1st Place, Better Hack 2025 (by Better Capital): shipped an end-to-end multimodal AI product from scratch in 48 hours.…Product-obsessed founding engineer with a track record of architecting and shipping complex, fault-tolerant AI applications from zero to one. Consistent Track Record of being in the Top 5 in every Hackathon, developing AI Products. As the Founding Engineer at a voice-AI startup, I owned the entire stack: real-time speech-to-speech pipelines, LLM orchestration and RAG, telephony infrastructure, backend microservices, a React dashboard, and 100% of the CI/CD and self-hosted cloud infrastructure, later migrated end to end to AWS. My core depth is in Enterprise and Production grade Agentic AI, LLM, Model Fine-tuning, low-latency voice AI and structured extraction; I work daily in both Python and TypeScript and handle everything from prompt design to the Infrastructure like Kubernetes clusters underneath. 1st Place, Better Hack 2025 (by Better Capital): shipped an end-to-end multimodal AI product from scratch in 48 hours.

MOHAMMAD HUSSAM UL ISLAM

AI Developer, AI Engineer, AI Ethics Consultant, +7

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Product-obsessed founding engineer with a track record of architecting and shipping complex, fault-tolerant AI applications from zero to one. Consistent Track Record of being in the Top 5 in every Hackathon, developing AI Products. As the Founding Engineer at a voice-AI startup, I owned the entire stack: real-time speech-to-speech pipelines, LLM orchestration and RAG, telephony infrastructure, backend microservices, a React dashboard, and 100% of the CI/CD and self-hosted cloud infrastructure, later migrated end to end to AWS. My core depth is in Enterprise and Production grade Agentic AI, LLM, Model Fine-tuning, low-latency voice AI and structured extraction; I work daily in both Python and TypeScript and handle everything from prompt design to the Infrastructure like Kubernetes clusters underneath. 1st Place, Better Hack 2025 (by Better Capital): shipped an end-to-end multimodal AI product from scratch in 48 hours.…Product-obsessed founding engineer with a track record of architecting and shipping complex, fault-tolerant AI applications from zero to one. Consistent Track Record of being in the Top 5 in every Hackathon, developing AI Products. As the Founding Engineer at a voice-AI startup, I owned the entire stack: real-time speech-to-speech pipelines, LLM orchestration and RAG, telephony infrastructure, backend microservices, a React dashboard, and 100% of the CI/CD and self-hosted cloud infrastructure, later migrated end to end to AWS. My core depth is in Enterprise and Production grade Agentic AI, LLM, Model Fine-tuning, low-latency voice AI and structured extraction; I work daily in both Python and TypeScript and handle everything from prompt design to the Infrastructure like Kubernetes clusters underneath. 1st Place, Better Hack 2025 (by Better Capital): shipped an end-to-end multimodal AI product from scratch in 48 hours.

Available to hire

Product-obsessed founding engineer with a track record of architecting and shipping complex, fault-tolerant AI applications from zero to one.

Consistent Track Record of being in the Top 5 in every Hackathon, developing AI Products.

As the Founding Engineer at a voice-AI startup, I owned the entire stack: real-time speech-to-speech pipelines, LLM orchestration and RAG, telephony infrastructure, backend microservices, a React dashboard, and 100% of the CI/CD and self-hosted cloud infrastructure, later migrated end to end to AWS. My core depth is in Enterprise and Production grade Agentic AI, LLM, Model Fine-tuning, low-latency voice AI and structured extraction; I work daily in both Python and TypeScript and handle everything from prompt design to the Infrastructure like Kubernetes clusters underneath.

1st Place, Better Hack 2025 (by Better Capital): shipped an end-to-end multimodal AI product from scratch in 48 hours.

Skills

Experience Level

Expert

Expert

Expert

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Language

English

Fluent

Hindi

Fluent

Urdu

Intermediate

Arabic

Beginner

Work Experience

Cloud Migration Engineer at CallLive.ai

August 1, 2026 - August 31, 2026

Migrated the voice platform from Azure to AWS after cloud sponsorship expiration, retiring 150 Azure resources to zero and proving an end-to-end customer call on the new stack first. Deployed on EKS with RDS PostgreSQL Multi-AZ, ElastiCache, ALB/NLB behind AWS WAF, CloudFront/S3, and Amazon Bedrock using Terraform. Performed large-scale data verification across CRM records and knowledge-base files, and identified a managed-Redis defect failing silently at mid-deployment coverage.

Founding AI & Voice Engineer at NeuraEdge AI Innovations (CallLive.ai)

August 1, 2025 - Present

Sole engineer owning the entire real-time voice AI product and infrastructure: designed and deployed a sub-second speech-to-speech pipeline using Google Gemini Live (Vertex AI), re-architected the conversational platform from a cascaded STT/LLM/TTS flow, and migrated standard call traffic to reduce per-minute calling costs by ~65%. Built a configuration-driven Pipecat-based agent server serving multiple voice flows without forking per client, implemented dynamic in-conversation RAG with Azure OpenAI embeddings and MongoDB Atlas Vector Search (including MCP and multi-LLM orchestration), and consolidated multi-step post-call analytics into a unified LLM pass reducing analytics cost by up to ~90%. Developed provider-agnostic telephony transport integrating Exotel and Twilio (and Daily for WebRTC), built a custom bidirectional WebSocket media streaming layer with provider-specific serializers, and implemented the Exotel control-plane (Azure Functions) for call control, credential resolutio

Freelance Agentic AI Engineer at Infiinity Matic

August 1, 2024 - August 31, 2025

Served as a forward-deployed technical lead for B2B clients, taking problems from discovery to deployed AI automation pipelines. Built and managed containerized automation infrastructure on Kubernetes to orchestrate high-reliability workflows aligned to stakeholder requirements, including operational considerations for dependable deployments.

Strategic AI Consultant (Fractional CTO) at Self-employed

January 1, 2024 - Present

Served as a technical advisor and developer for early-stage startups, focusing on Generative AI integration and LLM fine-tuning. ✅ AI Agent Development: Architected autonomous agents for sales and lead generation, reducing human workload for clients by automating complex outreach workflows. ✅ LLM Optimization: Fine-tuned Large Language Models (LLMs) for specific business verticals, ensuring high accuracy and context retention. ✅ Startup Consulting: Consulted early-stage founders on technical feasibility, stack selection, and AI product roadmaps.

Data Scientist Trainee at Bompix Mori

August 1, 2023 - February 29, 2024

Developed foundational predictive models and optimized data pipelines for deployment. ✅ Focused on model finetuning and deployment strategies for real-world predictive analytics.

Machine Learning Researcher at Spartificial Innovations Private Limited

January 1, 2023 - May 31, 2023

Led a research pod focused on computer vision applications for satellite imagery, bridging the gap between theoretical research and practical application. ✅ Leadership & Ownership: Managed the project end-to-end, acting as Product Owner and Team Lead. Directed the annotation, training, and evaluation phases. ✅ Deep Tech R&D: Developed a Semantic Segmentation model for satellite imagery analysis. ✅ Performance Optimization: Achieved top-tier model performance by evaluating pixel accuracy, mIoU, and F1-score, utilizing advanced Transfer Learning techniques. ✅ Data Strategy: Oversaw the creation and augmentation of a proprietary dataset spanning 10,000+ high-resolution images.

Education

B.Tech in Artificial Intelligence at G. H. Raisoni Institute of Engineering and Business Management

June 1, 2020 - May 1, 2024

B.Tech, Artificial Intelligence at G. H. Raisoni Institute of Engineering & Business Management, Jalgaon

January 1, 2020 - January 1, 2024

B.Tech, Artificial Intelligence at G. H. Raisoni Institute of Engineering & Business Management, Jalgaon

January 1, 2020 - January 1, 2024

B.Tech, Artificial Intelligence at G. H. Raisoni Institute of Engineering & Business Management, Jalgaon

January 1, 2020 - January 1, 2024

Qualifications

Hackathon Winner

January 11, 2030 - February 12, 2026

Let’s get real for a sec: 🔥 Ever seen a startup’s pitch deck with screenshots from 3 product versions ago? 🔥 Ever wasted hours rewriting technical docs after the product already launched? 🔥 Ever watched a global team struggle with outdated guides in 5 different languages? Spoiler: Startups are drowning in docs they don’t have time to polish. So we built an AI Agent that does the grunt work for you: ✅ Generates technical docs & user guides in seconds (yes, with current screenshots). ✅ Auto-creates pitch decks tailored to investors, customers, or your grandma. ✅ Speaks 20+ languages so your global team isn’t stuck with Google Translate chaos. Why? Because startups move at warp speed. Your story shouldn’t get lost in a messy Google Drive. 🌍 👉 Check out our demo (caffeine-powered, just like our team): https://lnkd.in/gEFqcXXm Hot take: The future of startups isn’t just building great products—it’s communicating your vision faster than your competition. And we’re here to make that effortless.

Industry Experience

Software & Internet, Computers & Electronics, Real Estate & Construction, Telecommunications, Government, Media & Entertainment, Transportation & Logistics, Financial Services, Education, Professional Services