class HamzaShaikh:
role = "AI Engineer | LLM Systems Architect"
location = "Ahmedabad, Gujarat, India 🇮🇳"
experience = "6+ years"
focus = [
"Production-grade LLM deployments",
"AI Agents & Agentic Workflows",
"Evaluation & Hallucination Mitigation",
"Cost-optimized Inference Systems",
"AI for Compliance & Regulated Workflows",
]
current = "Building AI products @ Stealth AI Startup"
highlight = "Built FinCrime AI Agents serving 200+ analysts → 3x efficiency"
def say_hi(self):
print("I don't just build models — I ship systems that work in production.")| Project | Description | Stack | Impact |
|---|---|---|---|
| 🔍 FinCrime Agents | Automated compliance analysis for financial crime detection | AWS Bedrock, LangChain, FastAPI | Served 200+ analysts, 3x workflow efficiency |
| 💬 ApexGPT | AI-powered developer tool at ApexCharts | LLMs, FastAPI, AWS | 10k+ monthly users |
| 🎮 DIVERGE Chat Module | Sentiment-aware GenAI chat for gaming platform | HuggingFace, GPU, FastAPI | 10k+ MAU, 92% sentiment accuracy |
| 🧪 Drug Synthesis Optimizer | ML model to minimize iterative chemical synthesis | Python, ML, Data Pipelines | 15-20% waste reduction, 3-4 fewer iterations |
┌─────────────────────────────────────────────────────────────────┐
│ IMPACT AT A GLANCE │
├──────────────────────────┬──────────────────────────────────────┤
│ 💸 50% infra cost cut │ ComplyStream — AWS Bedrock refactor │
│ ⚡ 3x analyst efficiency│ FinCrime AI Agents deployment │
│ 🎯 40% accuracy boost │ LLM fine-tuning on 10k+ examples │
│ 🔒 60% hallucination ↓ │ Eval pipelines + prompt versioning │
│ 🚀 99.9% API uptime │ FastAPI production services │
│ 👥 10k+ monthly users │ ApexGPT + DIVERGE gaming platform │
│ 🧪 3-4 fewer iterations │ Drug synthesis route optimization │
└──────────────────────────┴──────────────────────────────────────┘
2026 → Present 🥷 AI Product Builder @ Stealth AI Startup
2024 → 2026 🏦 Founding AI Engineer @ ComplyStream
2023 → 2024 🎮 AI Engineer @ DIVERGE (Dubai)
2022 → 2024 🔬 Freelance Data Scientist
2022 📦 Data Scientist @ NetworthCorp
2020 → 2021 🤖 AI Engineer @ O2H Technology
2016 → 2020 🎓 B.E. Computer Engineering @ Gujarat Technological University
- 🔭 Building next-gen AI products at a stealth startup
- 🧠 Deepening expertise in Agentic AI and multi-agent orchestration
- 📝 Exploring LLM evaluation frameworks and RAG optimization
- 💡 Open to collaborating on impactful AI projects
