Aum Khant
Backend/GenAI developer at State Street
- Role
- Emerging Lead at State Street
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Aum Khant
Backend Engineer with 2.5 years of experience building high-performance services, distributed systems, and LLM fine-tuning pipelines. Skilled in Python, FastAPI, async execution, caching, and microservices. I work across the full stack of backend + ML infrastructure including AKS, Docker, MLflow, vLLM, and quantization techniques (QAT, AWQ, GPTQ).At State Street, I have designed and deployed low-latency pipelines, autoscaling architectures using KEDA, custom LLM fine-tuning workflows (PEFT, LoRA), multi-layer caching, jailbreak detection, and optimized LLM inference performance.I’m passionate about system design, performance optimization, and solving hard backend/infra problems. Actively exploring backend engineering, Python engineering, and LLM/AI engineering roles.
Experience
Emerging Lead
Apr 2026 — Present · Hyderabad, IN
Education
Nirma University
Bachelor of Technology - BTech, Computer Science
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