founding software engineer / bangalore
senior software engineer / ai platforms / cloud systems
I build production AI platforms, real-time streaming services, payment infrastructure, and product-facing tools. Currently building things at Convai.
experience
Designed REST APIs and gRPC streaming services for real-time conversational AI. Owned early GCP infrastructure, blue-green rollouts, autoscaling, Stripe subscriptions, and enterprise on-premise deployments.
Developed Azure infrastructure solutions and internal automation tools for enterprise operations, with a focus on compute provisioning, networking, identity, reporting, and resource tracking.
Built full-stack features for an internal invoice management platform using Angular, C#, and SQL Server.
selected projects
Compact notes on the work that best reflects how I think: system design, technical depth, and useful products.
Implemented a 124M GPT-2 style model in PyTorch with a custom BPE tokenizer, attention stack, positional embeddings, mixed-precision training, LoRA fine-tuning, and speculative decoding for faster inference.
Built tiled matmul, fused softmax, flash-attention-style QKV kernels, and INT8 quantized matmul with dynamic per-channel scaling. Packaged kernels as PyTorch C++ extensions and profiled with Nsight Compute.
Built a Google/Kaggle AI Agents Intensive capstone where specialized agents coordinate through an orchestrator with memory, structured outputs, retries, fallback models, and safety guardrails.
Trained a C3D model on the ViolentFlow dataset to classify violent versus non-violent behaviour in crowd footage. The work was written up and published as a paper.
Final-year bachelor's project comparing convolutional architectures on the Galaxy Zoo dataset to pick the most suitable model for galaxy morphology classification. Published as a paper.
personal lab
A personal product space at the intersection of web, community, and lightweight publishing. The goal is to keep the surface simple while making the underlying workflows useful and scalable.
A live pet-care app that connects pet owners with trusted caretakers when they are away, and matches volunteers ("Nightingales") with pets that need company.
stack
PyTorch, CUDA kernels, transformer architectures, multi-agent systems, LLM tool use, Gemini API.
GCP Cloud Run, GKE, IAP, Compute Engine, AWS, Kubernetes, Docker, Terraform.
Python, Go, gRPC, REST APIs, PostgreSQL, MongoDB, Firebase, Stripe payments.
React, Next.js, JavaScript, HTML/CSS, creator workflows, integrations, and UI systems.
writing
I keep longer-form technical writing on Medium, including older computer vision and machine learning notes. This section can later surface selected essays directly.
read on mediumcontact
I am open to senior software engineering conversations around AI platforms, cloud-native products, real-time systems, and product-minded engineering teams.