Career
Experience
Professional, research, and volunteer roles that have shaped my expertise in AI systems and platform engineering.
Industry

Founder & CEO
VibeTensor
- Founded DPIIT Recognized Startup (DIPP206711) building developer tools and AI infrastructure products for the modern software industry.
- Launched 4 live products (Attestix, VibeMCP, UpdataMind, IssueVista) serving developers and enterprises with trust infrastructure, MCP tooling, and AI-powered solutions.
- Secured ₹84L+ in non-equity support from 13+ programmes including government grants, accelerators, and startup partnerships.

Senior Software Engineer
Insight Labs AI
- Architected and deployed blockchain-based crypto trading platform using Next.js and Python, processing 10,000+ real-time transactions daily with 99.9% uptime on Hyperliquid DEX.
- Engineered DevOps infrastructure with AWS, Terraform, and CI/CD pipelines, reducing deployment time by 65% and achieving auto-scaling capabilities that handled 300% traffic spikes during market volatility.
- Developed secure Web3 integrations and smart contract interfaces for Hyperliquid L1 blockchain with AI agents, implementing advanced security protocols that prevented $2M+ in potential security vulnerabilities.

Agent Engineer
Stealth Startup
- Refactored model interactions using LiteLLM abstraction layer, enabling seamless switching between LLM providers and reducing integration complexity.
- Built 4+ agentic solutions including a news summarizer, CLI tool, and Pulsar/DuckDB connectors for real-time data pipeline orchestration.
- Contributed to the Swarms Framework open-source project, improving multi-agent coordination and extending framework capabilities for production use cases.

Senior Associate (L2)
Innodata India Pvt. Ltd.
- Built GPT-4V Visual Question Answering pipeline for automated image-based Q&A generation, boosting productivity by 300% and reducing manual workload.
- Designed and implemented LaTeX formatting protocols with automated review processes, achieving 98% precision across all deliverables.
- Streamlined Q&A generation, formatting, and review workflows, reducing manual intervention by 80% and improving delivery timelines.

AI Engineer
Stealth AI Startup
- Developed and integrated agentic AI solutions into in-house BI product, enhancing end-user query experience by 45% through intelligent automation.
- Contributed to product development by implementing AI-powered features for ClickSense, Pyramid BI, and Power BI integrations, improving data analytics efficiency by 35%.
- Architected and deployed automated agentic workflows that streamlined complex business intelligence processes, reducing manual intervention by 60% and accelerating report generation.

Data Scientist Intern
Arvo (OneArvo Ventures Pvt. Ltd.)
- Developed deep learning model with transfer learning techniques, enhancing detection accuracy by 15% through advanced neural architectures.
- Created synthetic data generation pipeline using GANs, expanding dataset by 200% and improving model robustness across diverse scenarios.
- Automated image processing workflows to reduce manual inspection times by 20%, enhancing operational efficiency and quality control.

Software Development Engineer Intern
Eut Hub Technologies Pvt. Ltd.
- Developed 100+ Node.js data transformation functions with 450+ Jest tests, boosting BI data processing efficiency by 35%.
- Built React/Node.js chatbot with OpenAI integration, improving response accuracy by 20% and user satisfaction by 30% overall.
- Automated Google Sheets reporting workflows, reducing manual reporting time by 25% and scaling BI operations via Snowflake integration.
Research & Academic

Journal Reviewer
Springer Nature - Multimedia Tools and Applications
- Scrutinized cryptographic research manuscripts, identifying critical methodological discrepancies to enhance academic publication integrity.
- Assessed algorithmic implementations of Substitution Box and Linear Fractional Transformation techniques for security applications.
- Provided comprehensive peer review feedback, contributing to advancement of multimedia security and cryptographic research standards.

Participant - AI Control Hackathon
Apart Research x Redwood Research
- Built new ControlArena evaluation setting (identity_delegation) testing whether AI agents covertly delegate tasks to unauthorized models.
- Behavioral monitor achieves 0.675 attack suspicion vs 0.311 honest baseline, catching 50% of attacks at current threshold.
- Discovered critical silent monitoring failure where XML format mismatch between monitor output and ControlArena parser caused 0% detection.
- Context-enriched monitoring achieved 45% larger discrimination gap (0.436 vs 0.300) with prompt calibration as important as information access.
AI Safety Researcher (3 Cohorts)
BlueDot Impact (UK)
- Biosecurity Intensive Programme with 12-page independent audit of the NAO Metagenomic Surveillance Pipeline as capstone.
- Technical AI Safety Course (Group 08) covering alignment faking, evaluations, interpretability, AI control, and threat modeling.
- Technical AI Safety Project Sprint (Group 7) producing NeurIPS-format emergent misalignment paper. Received BlueDot Rapid Grant for research.

AI Safety Research Participant
METR (Model Evaluation and Threat Research)
- Completed 49 coding issues over 110+ hours as part of a 60-participant randomized controlled trial evaluating AI coding tool effectiveness at $50/hr.
- Identified 3 methodological gaps spanning GDPR compliance, RCT design bias, and UI bugs, contributing to improved experimental rigor for future studies.
- Built GDPR-compliant data minimization system and raised design concerns to METR leadership (Beth Barnes, CEO; Joel Becker, RCT Lead).

Metadata Reviewer
IEEE DataPort Metadata Review Board (MRB)
- Examined dataset metadata for scientific rigor and completeness for research datasets.
- Contributed to metadata standards improving dataset discoverability for the research community.

Content Developer and Quality Assurance
IEEE Puzzlers
- Created computational puzzles demonstrating algorithmic principles for IEEE educational platform.
- Validated mathematical integrity of technical brain-teasers with 95% puzzle accuracy.

AI Engineer - Climate Heatwave Project
The Global Centre for Risk and Innovation (GCRI)
- Optimized heatwave prediction models by analyzing NASA-IBM weather data with 160+ atmospheric variables to identify optimal sources.
- Evaluated and integrated 12+ meteorological datasets while collaborating with cross-functional teams to enhance prediction accuracy.
- Investigated high-frequency temporal data requirements for GenCast models, contributing to advanced climate research initiatives.

Ambassador
IEEE Education Week Ambassador Program
- Organized community events and presented on AI advancements to 500+ participants.
- Increased IEEE educational engagement by 40% through outreach programs.

Course Reviewer
IEEE Learning Network (ILN)
- Reviewed technical e-learning modules on machine learning and AI for global learners.
- Restructured ML curricular frameworks, improving retention rates by 30%.

Research Intern (M.Sc. Thesis)
National Institute of Technology Patna
- Engineered ML-blockchain healthcare insurance fraud detection system achieving F1 = 0.7345 using an Optuna-tuned weighted ensemble of five classifiers on 5,410 Medicare providers with 190 engineered features.
- Built SHA-256 blockchain audit trail with Merkle tree verification and ECIES encryption (secp256k1 + AES-256-GCM) for provider PII protection.
- Implemented SHAP and LIME dual explainability analysis under the supervision of Dr. Rajesh Kumar Sinha; deployed interactive web prototype on Cloudflare Pages.
Volunteer

Volunteer
CRY - Child Rights and You
- Inaugurated technological literacy programs for disadvantaged youth, elevating computing skills for 200+ children in rural communities.
- Developed educational resources on child welfare legislation, enhancing familial comprehension and awareness in underserved regions.
- Coordinated community outreach initiatives that improved access to technology education and digital literacy for vulnerable populations.

Mentor
Code Your Future
- Facilitated technical proficiency development among refugee learners, culminating in 80% successful employment outcomes in tech industry.
- Formulated progressive educational content for JavaScript frameworks, augmenting instructional efficacy and learning retention rates.
- Provided personalized mentoring support that helped 25+ individuals transition into technology careers successfully.

AI Chatbot Developer (Online Volunteer)
United Nations Women
- Developing AI-powered chatbot solutions for UN Women Regional Office for the Americas and Caribbean, enhancing access to gender equality resources and support services.
- Implementing data-driven decision-making frameworks and AI-powered analytics tools that improved program impact measurement and resource allocation by 35% for SDG 5 advancement.
- Architecting conversational AI systems aligned with gender equality and human rights goals, streamlining reporting workflows and increasing stakeholder engagement by 50%.

Volunteer
Indian Red Cross Society
- Orchestrated prescription management workflows, diminishing critical healthcare waiting periods by 35% through process optimization.
- Administered blood donation initiatives in underserved localities, bolstering emergency medical capacity and community health resilience.
- Coordinated healthcare volunteer teams that served 150+ patients during emergency response operations and community health drives.
Leadership

Co-coordinator
Disciplinary Committee, Techno Cultural Fest-2023, NIT Patna
- Coordinated team of 30 volunteers to manage discipline for 65+ events with 6,000+ attendees.
- Introduced real-time monitoring system leading to 20% increase in positive feedback.

President and Founding Member
Science and Environment Club, NIT Patna
- Led initiatives integrating AI and blockchain into environmental projects.
- Increased club membership by 30% through targeted recruitment strategies.

Media Coordinator
VISTA Photography Club, NIT Patna
- Managed social media presence increasing follower engagement by 45%.
- Organized photography workshops and competitions attracting 150+ participants.

Class Representative
Department of Mathematics, NIT Patna
- Established communication channels between faculty and students, reducing disruptions by 30%.
- Implemented monthly feedback surveys increasing participation by 20%.