Bhavesh Pabnani
Software Engineer | AI Agents, Cloud Systems & Voice AI
Technologies
Achievements
- Winner, Innovate4Swadeshi 2024 - National Hackathon
- Built Humungousaur proactive desktop AI agent
- 3rd Place, FinAlytics - Optima x Sabre
Scroll down to explore more
Software Engineer
@IIT Kharagpur
AI agents, cloud systems, and product engineering
About Me
I am a software engineer and builder at Indian Institute of Technology, Kharagpur, focused on agentic systems, cloud-backed products, voice AI, finance workflows and data-heavy applications.
I have worked across Amazon, Finaiance, VoiceEval, Mansio.ai and Sabre, building backend services, multi-agent orchestration, voice-agent evaluation systems, aviation analytics dashboards and production infrastructure using AWS, Docker, Redis, Supabase, Infisical, FastAPI, Next.js and TypeScript.
My strongest area is turning ambiguous workflows into shipped systems: memory-based agents, RAG pipelines, browser execution control, real-time voice pipelines, data visualization and cloud deployment.
Outside of technology, I have a passion for music and play multiple instruments including the guitar, piano, drums, and harmonium. My musical talents have been recognized at state and national level competitions.
Education
- 2022-2026: B.Tech
- 2020-2022: HSC
- 2014-2020: ICSE
Positions
- Executive Head @ Kharagpur Data Analytics Group
- AI Head @ 10X Club by Coding Ninjas
- Built Humungousaur proactive cognitive agent
- Hackathon winner in AI and analytics tracks
Experience.
My professional journey across various organizations and roles, showcasing my growth and expertise development.
Founding Engineer
Built an agentic financial intelligence workspace with Meridian multi-agent orchestration, Docker-isolated execution, SSE streaming, document workflows, GitHub Actions, Infisical secrets, Supabase RLS, Redis, Qdrant, Neo4j and ClickHouse-backed retrieval.
Technical Lead
Led a persona-based evaluation platform for voice agents, generating scenario-specific test cases, extracting conversation signals and automating simulation-driven scoring across ElevenLabs, Sarvam, LiveKit, SIP, MongoDB, Redis and ASR/TTS pipelines.
SDE Intern
Worked with the FinAuto team on finance and payments automation, optimizing Java/Python service workflows, DynamoDB batch querying, AWS infrastructure and Bedrock prompt routing for low-latency, production-grade automation.
Customer Acquisition Analyst
Performed in-store marketing analysis for customer acquisition cost prediction, KPI/KRA detection and customer-feedback dataset analysis to improve acquisition strategy and store-level decision making.
Backend Intern
Built backend workflows for MITRA, a WhatsApp and voice agent system using FastAPI, Redis, Gupshup, VAPI, Deepgram STT, ElevenLabs TTS and GPT-4o to support real-time conversational automation.
Research Assistant
Compiled satellite datasets for frugality and ablation studies of Indian satellites and led an agentic AI chatbot effort to gather validated satellite information from government-authorized sources.
Research Intern
Analyzed anomaly detection methods for DDoS attack detection under Prof. Gang Li, implementing Deep Residual Networks with Dice Loss, LUCID and FLAD models for security classification.
Software Engineer / Data Analytics Intern
Built airline analytics systems across non-stop share prediction, RAG-based schedule querying and Vectora schedule intelligence using Aurora/PostgreSQL, Redis caching, AWS EC2, route-pair analytics, graph features and dashboard integrations.
Research Intern
Contributed to crowdfunding campaign success research using multimodal sentiment analysis, OpenCV face detection, ResNet50 object recognition, CLIP congruency analysis and SQRankBoost ranking.
Student Researcher / Executive Head
Led applied analytics and AI initiatives spanning predictive modeling, financial analysis, research workflows and student engineering projects, while mentoring teams on data pipelines, ML systems and product-oriented experimentation.
Projects.
A showcase of my projects, ranging from machine learning applications to full-stack web development.
Humungousaur: Proactive Cognitive Agent
Built a proactive desktop-first cognitive agent with memory-based, Git-backed contextual orchestration, native macOS Swift/SwiftUI and Windows WinUI 3/.NET apps, browser execution control, selectors and skill integrations.
Finaiance: Multi-Agent Financial Workspace
Engineered an AI-native finance workspace with Meridian contextual orchestration, Docker execution sandboxes, RAG over documents, Supabase RLS, Redis, Qdrant, Neo4j, ClickHouse, Infisical and CI/CD-backed cloud deployment.
VoiceEval: Persona-Based Voice Agent Testing
Led a voice-agent evaluation framework for persona-driven scenario generation, ElevenLabs/Sarvam-based simulation, transcript extraction and automated scoring across LiveKit, SIP, MongoDB and Redis pipelines.
Axon / AB: AI Analytics Platform
Built an AI analytics platform across Axon frontend and backend services with Next.js, Vite, FastAPI, PostgreSQL, Redis, pgvector, OpenAI, Anthropic, LiteLLM, SQL parsing, dashboards and data workflows.
Frammer AI: Product Analytics Dashboard
Developed a production-style B2B media analytics dashboard for short-form video workflows with KPI views, content performance, channel analytics, language breakdowns, team productivity and client portals.
Flash: AI Presentation Agent
Built an AI-powered presentation generation system with FastAPI and Next.js services, document upload context, PPTX export, Docker deployment and pluggable OpenAI, Gemini, Anthropic and image-provider integrations.
RealFlow: CRE Voice Agent System
Implemented a production VAPI-powered commercial real estate voice agent with Twilio phone routing, FastAPI workflow APIs, caller-type branching, structured data extraction and Google Sheets logging.
ReefChat: Multi-Agent Retrieval System
Developed MORAY, a multi-agent retrieval and DAG synthesis system for equity analysis with parallel tool execution, Pathway-backed document pipelines, Next.js, TypeScript, LangGraph-style orchestration and PDF-grounded workflows.
Vectora: Aviation Analytics Platform
Built Sabre schedule intelligence with Aurora/PostgreSQL, Redis caching, AWS EC2, route-pair heatmaps, multi-tenant analytics and departure-wave dashboards for airline network planning workflows.
Mansio: Property Discovery Platform
Developed a real-estate listing and roommate discovery platform with property search, listing workflows and a Tinder-like flatmate interface for faster matching and discovery.
Portfolio Website
A dark VS Code-inspired portfolio built with Next.js, TypeScript, Tailwind CSS, Framer Motion and Firebase hosting, designed to keep projects, CV and technical work easy to browse.
Market Lens
Built a market analysis and visualization tool for stock-market insights, combining financial data ingestion, dashboards and investor-facing decision support for faster market exploration.
Vibe Sense
Built an emotion and sentiment analysis application for text and speech signals, using React/TypeScript interfaces and machine-learning workflows for conversational mood detection.
Catalyst Ambulance Optimizer
An emergency response optimization system that uses real-time data and predictive algorithms to improve ambulance routing and response times.
Breadth Recommendation App
Web application to optimize breadth selection at IIT Kharagpur using Next.js and Tailwind CSS for frontend interface with Flask backend and GPT integration.
KIK Bot: AI Content Generator
AI-powered chatbot using Streamlit, LangChain, and OpenAI GPT-3.5-turbo for personalized content generation with conversation management.
Image Processing & Generation App
Streamlit application featuring custom mask generator, black-and-white colorization, and Stable Diffusion XL models for text-to-image generation.
BTC-INR Trading
A cryptocurrency trading analysis tool that uses machine learning to predict Bitcoin to Indian Rupee exchange rates and identify optimal trading opportunities.
Social Care Scorecard
A comprehensive evaluation system for social care services that provides metrics, analytics, and reporting tools to improve service quality and outcomes.
Tourism Demand Forecast
A predictive analytics system that forecasts tourism demand based on historical data, seasonal patterns, and external factors to help the tourism industry plan effectively.
Airline Demand & Fare Prediction
A machine learning system that predicts airline ticket demand and optimal pricing strategies based on multiple factors including seasonality, events, and competitor pricing.
Exoplanets Detection
A deep learning project that analyzes astronomical data to detect and classify exoplanets, contributing to the search for habitable worlds beyond our solar system.
Skills & Expertise.
Programming Languages
Proficient in various programming languages for software development
Frontend Technologies
Building modern, responsive user interfaces and web applications
Backend & Agent Systems
Creating scalable services, orchestration layers, and agent runtimes
Databases
Working with various database systems for data storage
Data Science & ML
Analyzing data and building predictive models
Cloud & DevOps
Deploying and managing applications in the cloud
Certifications.
Industry-recognized certifications that validate my expertise in various technologies and domains.
DeepLearning.AI TensorFlow Developer Specialization
Issued by Google Career Certificates
Passions
Beyond technology, I have a deep passion for music and have dedicated years to mastering various instruments.
Guitar
Playing both acoustic and electric guitar, with a focus on fingerstyle techniques.
Piano
Classical training with a passion for contemporary compositions and improvisation.
Drums
Rhythm exploration and percussion techniques across various music styles.
Harmonium
Traditional Indian music instrument with formal training and certification.
Vocals
Vocal training in both classical and contemporary singing styles.
"My involvement in music has been beneficial in raising the standards of my life, teaching me discipline, creativity, and the value of consistent practice—skills that translate directly to my technical work."
Get In Touch
Have a question or want to work together? Feel free to contact me using the form below or reach out directly through social media.
Contact Information
Location
Kharagpur, West Bengal, India
Employment
Available for internships and collaborations