Ola · Krutrim AI · 2024–2025
Krutrim AI Chat — an agentic assistant inside the Ola app
Led the assistant end to end. People shop, order food, book cabs, file complaints and get recommendations by talking to it. ReAct agents on LangGraph plan each turn, call tools against Ola services, keep state across steps and fall back cleanly when a tool fails.
- MCP servers with Composio as the integration layer, so agents reach third-party apps and internal services the same way.
- Benchmarked CrewAI, Agno and PocketFlow against LangGraph and chose per use case on latency, cost and reliability.
- Java Spring Boot, React/Next.js, ScyllaDB and PostgreSQL; live analytics in New Relic, MoEngage and an ElasticSearch dashboard.
LangGraphLangChainReActMCPComposioSpring Boot
One agent turn
user message→planner · ReAct→tool router→MCP · Composio→Ola services→state + reply
Live dubbing pipeline
stream in→ASR→translate→TTS→face match→MediaLive
Zyvelor AI · 2025 — now
Kaira AI — a health assistant, built from scratch
People log meals by typing or snapping a photo, and ask questions about their body-composition (BCA) and continuous glucose monitoring (CGM) data. I designed the LLM pipeline: query understanding, food-database retrieval, nutrition estimation and device-data context.
Multimodal LLMRAGVision-languageHealth data
Google · 2025
Ads Solutions Architect
Search Ads 360 specialist. Architected backend integrations for campaign and ads management at scale for enterprise clients including Binghatti and Warta, and designed measurement and automation across Google’s ads products.
SA360Ads APIsMeasurementAutomation
Ola · Krutrim AI
Real-time AI dubbing for live launches
ASR, translation and TTS as FastAPI microservices on AWS Elemental MediaLive, so launches streamed in several Indian languages at once. YOLO face recognition tracked who was speaking and synced the translated voice to the right face.
ASRTTSNMTYOLOFastAPI
Ola · Krutrim AI
Contact Center AI
An agentic playbook platform behind WhatsApp presale chatbots for Ola scooter centers — booking test drives and closing purchases, shipped through Argo CD with New Relic monitoring.
4,000+centers
Agent playbooksWhatsAppArgo CD
Ola · Krutrim AI
Training data at 22 TiB
A master–worker Spark pipeline over 22 TiB that cut compute cost by a third, and a re-architected OBELICS pipeline extracting 50–100 million Indic text–image pairs from 230M+ sources for multimodal training.
−33%compute cost
Apache SparkOBELICSMultimodal data
Ola · Krutrim AI
LoRA fine-tuning for Indic tasks
Fine-tuned open-source LLMs with LoRA (PEFT) in PyTorch and Hugging Face Transformers for domain and Indic-language tasks — better answers at a fraction of full fine-tuning cost.
LoRAPEFTPyTorchHugging Face
QSS Technosoft · 2019–2020
VTAS ATM surveillance
Designed and led an 8–10 person team on the IoT backbone now securing ATMs across India — Kafka, RabbitMQ, Apache Ignite, Spark Streaming and Node.js sockets talking to DVRs, cameras and intrusion panels.
50,000+ATMs
KafkaRabbitMQSpark StreamingIoT
Brillio · 2021–2023
Search & price intelligence
SEO engineering for Realtor.com with Spark sitemap ingestion indexing 2M+ pages on Google and Bing; Dell’s competitor price pipeline with AI table extraction from web, PDF and Excel; a Bing Maps data-center locator for Microsoft.
SparkNext.jsAI extractionPlaywright
