Work
A chronological timeline of my career milestones and projects
OriginStudio - Vibe Coding Tool
Web based Vibe Coding tool that lets you create production ready projects with FE/BE from scratch with MCP integration. Like Cursor, v0 and Lovable
OCEAN - AI Search Engine
One of the world's fastest AI Search engine, powered by Cerebras chips, to take on the likes of Perplexity; supports deep research, document upload, tool calling, agentic behavior, public APIs
Miss O - Voice Assistant
Low Latency Voice Assistant for voice to voice conversation with AI; also developed a version for underage audience designed with utmost ethical considerations
Voice Authentication
Authenticate user to login to the O.XYZ systems via their Voice, based on their latent audio biometric details
O Routing Intelligence
A dynamic framework that utilizes multiple LLMs to improve task-specific accuracy and efficiency by intelligently routing queries to the most suitable model; Improved performance on MMLU, MuSR, ARC, and BBH
SureConnect.ai
AI powered phone number validating product that 10x the dial-to-connect ratio. Automatically calls and converses with prospect to identify if it has reached correct number or not, find the best to call, detect call outcome
Conversation Intelligence
AI powered meeting analysis product that joins ongoing calls to identify prospect's concerns, suggesting answers, perform live mood detection and after the call ends, performs further advanced analysis
Sales Email Assistant
Multi-task AI assistant that writes highly personalized mail from scratch for sales representatives and provides recommendations to enhance existing sales mails by gamifying the complete process
Speaker Diarization and Identification
Segregate and recognize different speakers in a call by comparing against the available speaker's voice prints
In-House Transcription System
Speech-to-text (ASR) services for live and offline sales call transcription; comparable to the likes of AWS Transcribe.
Sales GPT
Training and Deploying inhouse LLMs to make it more domain aware for Sales related downstream tasks. Explored 3rd party models like GPT-4 for evaluation
Voice Cloning
Inhouse models to support creation of fast and accurate voice clones of Non-Western voices with very few examples or with fine-tuning approach
Indian Companies Knowledge Graph
Create a KG containing the enterprise-level details for Indian companies (like Crunchbase); analyze graph to find similar company and recommend potential acquisitions and investments
Social Media Trend Analyzer
Analyze the trend of product, person or any entity on Social media like Twitter
Resolution Notes Mining
Mine L1/L2/L3's alert resolution notes to generate rules to automate frequently occurring errors
Enterprise Revenue Prediction
Revenue forecasting of company's hierarchical business units with ~91% accuracy
Enterprise Sales
Hybrid recommendation system to generate B2B suggestions for company's Sales team with major focus on accuracy and explainability
System Expert Assignment
Given an IT system alert, automatically find the best L1/L2/L3 resolver and assign the task; done by performing multiple objective optimization, leading to reduction of overall MTTR by 30%
Personalized Pricing Model
Find optimal Batch analytics pricing by minimizing jobs in analysis with minimum adverse effect on SLA prediction accuracy
Root-Cause Analysis
Incident management on structural graph of the enterprise to identify correct root cause for a system level event
What-If Analysis
Model causality graph of an enterprise to perform intervention on behavior of services and ask counterfactual business analysis questions
Business Card Reader
OCR engine to extract entities from multilingual business cards for ultra-fast personnel contact onboarding
Math Formula Recognition
Extract handwritten math expressions from documents for fast digitalization and education purposes
FAQ Chatbot
Virtual assistant for project's flagship solution that increased daily impressions by 10% and reduced human intervention by 40%