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Software Engineer – Production Engineering
Software Engineer at TBO.com who shipped an AI email service cutting manual review by 60%.
IndiaSoftware Engineer – Production Engineering at TBO.com
Developed and shipped a distributed microservice handling 500+ daily customer emails and 100,000+ meeting notes via an AWS Lambda worker, cutting manual review by 60%. Constructed ETL pipelines using Apache Spark, AWS Glue, and Kafka, and integrated an AI agent with MCP tool-calling into the platform's gateway layer.
AWS LambdaSMTPOutlook WebhooksLLM APIsApache SparkAWS GlueKafkaDebeziumApache HudiDynamoDBParquetS3MCPCloudwatchMicroservicesETLRegression Testing
Refactored a Transformer QA model with LoRA and 8-bit quantization, reducing model size by 75% and doubling inference throughput while maintaining 97% accuracy. Deployed an OCR-backed FastAPI REST service for document parsing, improving extraction accuracy by 23%.
LoRAs8 Bit QuantizationTransformersfastAPIOCRREST APIsDocument ParsingModel Optimization
Fine-tuned R-BERT with LoRA, span-based embeddings, and negative sampling, outperforming LLaMA-3, Mistral, and GPT-3 by 6 F1 points on biomedical relation extraction benchmarks. Extracted and validated relationships across 25,000+ biomedical entities, cutting ontology path false positives by 20%.
R BERTLoRAsSpan Based EmbeddingsNegative SamplingRelation ExtractionOntologySQL
Pursuing B.Tech in Computer Science and Artificial Intelligence with coursework in distributed systems, data structures, algorithms, computer networks, operating systems, DBMS, and machine learning.