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  • Bangalore, Karnataka, India

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harshitlarl/README.md
Harshit Soni Subtitle

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🧑‍💻 Who I Am

I'm a Backend Engineer & ML Infrastructure specialist at Flipkart, building systems that power product ranking and ML inference for hundreds of millions of users — including peak Big Billion Day traffic.

  • 🏢 SDE-II @ Flipkart, Bangalore
  • 🤖 Focused on Production AI/ML · Distributed Systems · Feature Platforms
  • 🎓 B.Tech CSE, VIT Vellore — CGPA 9.39 / 10
  • 🔭 Currently exploring: LLMs, RAG systems, AI Agents
  • 📍 Bangalore, India
 Developer at Work

⚡ Impact at Scale


🤖 What I Build

Working at the intersection of production ML infrastructure and high-scale backend engineering


Domain Impact
🧠 ML Inference gRPC layer on TF Serving — ↑ throughput, ↓ latency for nonlinear DL models
🗄️ Feature Platform Varys Feature Store @ Flipkart — real-time ranking at national scale, multi-DC
🔁 Data Pipelines Spark + Azkaban → Aerospike; ranking features scaled 8 → 40
📊 ML Observability Druid cluster — billions of rows of feature telemetry, DS dashboards
🏋️ Scale Readiness BBD / Opus NFRs, chaos playbooks — zero P0/P1 on peak load
🔤 NLP Research Hybrid extractive–abstractive summarization pipeline @ Samsung PRISM

🛠️ Tech Stack


💼 Experience

┌──────────────────────────────────────────────────────────────────────────┐
│                                                                          │
│   🛒  Flipkart          SDE-II              Aug 2025 → Present           │
│   🛒  Flipkart          SDE-I               Sep 2023 → Aug 2025          │
│   📚  Byju's            MTS Intern          Sep 2022 → Sep 2023          │
│   🔬  Samsung PRISM     Research Intern     Oct 2021 → Aug 2022          │
│                                                                          │
└──────────────────────────────────────────────────────────────────────────┘

📊 GitHub Stats




💬 Let's connect and build something that scales.


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