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Aniket Kumar

@aniketkumar3

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Experienced senior software engineer specializing in backend systems and Gen-AI.

India

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What I'm looking for

I'm seeking senior backend or Gen-AI roles where I can design scalable, cloud-native systems, lead and mentor engineers, and build production ML/LLM pipelines that deliver measurable business impact.

I am a software engineer with 7+ years building high-volume, low-latency systems and Gen‑AI products. I combine hands-on engineering with team leadership and a focus on measurable business outcomes.

At-scale delivery and mentorship define my approach: I have led and mentored a 12-member cross-functional team, instituted code-review and knowledge-sharing practices that cut escaped defects by 35%, and delivered IC work across backend and ML pipelines. I designed a master–slave Python server (asyncio + Flask) to handle long-lived WebSocket and HTTP connections, improving peak-traffic resource utilisation from 10% to 80%.

I architect and productionize Gen‑AI solutions—building a voicebot servicing 80k+ calls that reduced AHT from 3 minutes to 80 seconds, benchmarking and self-hosting LLMs, and crafting TensorFlow/PyTorch data-labeling and training pipelines that raised model precision from 40% to 97%. I also built Dockerised FastAPI chatbots on Kubernetes that cut human-agent load by 95% and substantially reduced support cost.

I drive cloud migrations, resilient microservice design, and observability to improve uptime and performance. I enjoy mentoring engineers, solving system-design challenges, and shipping products that scale and measurably reduce cost and user friction.

Experience

Work history, roles, and key accomplishments

Current

SDE-III (Gen-AI Services Lead)

Current

Meesho

Sep 2023 - Present (1 year 11 months)

Led a 12-member cross-functional team to build Gen-AI services and voicebot platforms, cutting escaped defects 35% and reducing average handling time from 3 min to 80 s across 80k+ calls. Designed async Python servers and Dockerised FastAPI LLM chatbots to boost peak resource utilisation to 80% and reduce human-agent load by 95%.

Python AsyncIO Flask fastAPI Docker Kubernetes TensorFlow PyTorch WebSockets LLMs)

SDE-III

Meesho

Jan 2023 - Sep 2023 (8 months)

Implemented a cohort-based rule engine for traffic routing that increased system uptime from 90% to 99.9% and led an AWS→GCP migration with zero-downtime cut-over. Mentored junior SDEs, accelerating their promotion cycle by six months.

Java Spring Boot AWS GCP Google Pub Sub Docker Kubernetes Infrastructure as Code System Design

SDE-2

Meesho

Jan 2022 - Dec 2022 (11 months)

Delivered supplier claims and CRM integrations including a ReactJS+Java dashboard that reduced supplier query resolution by 3 days and boosted agent productivity 60%. Built a real-time FAQ engine enabling non-tech teams to update help content without engineering support.

ReactJS Java SQL REST APIs CRM Microservices Real Time Systems System Design

Software Developer

Airbnb

May 2021 - Jan 2022 (8 months)

Hardened backend services to withstand flash-traffic events, improving reliability by 4%. Re-architected notification pipelines to reduce latency by 30% through queue restructuring and parallelization.

Distributed Systems Message Queues Performance Optimization Reliability Engineering Queue Restructuring Monitoring

Software Developer

Addnode India Pvt. Ltd.

Jul 2018 - Feb 2021 (2 years 7 months)

Engineered a data migration tool for Oracle/MS-SQL/MySQL to Enovia, reducing migration time by 78%. Integrated Solr into the PLM stack to reduce query latency by ~80%.