Ideas made manifest.

Enterprise AI & Forward Deployment

• Deploying and optimizing production AI systems, intelligent agent architectures, and LLM integrations directly for domain-specific enterprise deployments.
• Building GraphRAG pipelines with Neo4j and orchestrating complex agentic workflows using LangGraph, LangChain, and LangSmith.
• Automating data workflows and enterprise service integrations utilizing n8n, FastAPI, PyTorch, and AWS infrastructure.

AI/ASR Architecture & ₹6.2 Cr+ Business Impact

• Architected a Hindi phonemic classification pipeline from scratch (Whisper, Wav2Vec, Forced Alignment, VAD), prioritizing acoustic precision over generic transcription.
• Achieved 96% accuracy on Oral Reading Fluency & Non-Word Reading, and 92% on Letter Recognition.
• Eliminated the immense operational cost of hiring external human evaluators, driving ₹3.4 Cr in realized project revenue and securing ₹6.2 Cr+ in total signed portfolio & expansion pipeline.

National Infrastructure Leadership

• Built the end-to-end FLN product infrastructure from field-implementation portals to the centralized data hub, serving 80,000+ assessments in over 7 states.
• Automated the reporting workflows that provide critical pedagogical insights directly informing nationwide, government-led education strategies.

Rescuing the Evaluation Pipeline

• Inherited a sloppy, third-party Vanilla JS and EJS legacy portal suffering from unoptimized queries, terrible latencies, and data persistence failures that lost hours of evaluation work.
• Injected basic telemetry to diagnose the baseline: 42-minute literacy and 31-minute numeracy average evaluation times.
• Pitched and led a ground-up rewrite in React, Node, and TypeScript, overhauling the API design and cutting average evaluation time by 32%.

Audio Telemetry & Question Sync

• Expanded telemetry to the Android application to build 'Question Audio Sync' - tracks and highlights the exact question being answered in real-time as the audio plays.
• Eliminated the time evaluators spent scrubbing audio files, improving both accuracy and throughput on complex Oral Reading Fluency (ORF) tasks and CEFR evaluations.

Automated Vetting & Mitigating Abuse

• Discovered severe auditing blindspots in the old system, including evaluators abusing 'mark all' utilities to falsely complete tasks.
• Built a two-pronged auditing, rescoring, and onboarding engine: replaced manual interviews with a deterministic onboarding test of 4 pre-evaluated assessments.
• Audited every past state evaluation to identify bad actors and ensure data integrity across all upcoming state rollouts.

Interactive Applications & Design System Engineering

• Led end-to-end development of interactive web applications using TypeScript, React, and WebGL/GLSL for ad-tech and interactive experiences, optimizing rendering performance.
• Built an internal Design Library of reusable components, adopted across the team to standardize UI development.

Internal Systems & Automation

• Developed and maintained internal web applications and business tools, automating manual processes to enhance overall team productivity.

Corporate Platform Delivery

• Engineered the main corporate website in Next.js. Managed end-to-end development and production deployment in collaboration with product and content teams.

Full-Stack & Digital Storefronts

• Delivered end-to-end web solutions for freelance clients across the e-commerce and creative sectors.
• Customized Shopify themes and integrated payment gateways to launch functional digital storefronts.