---
title: "Vanshaj K. - Founder's Office - Analyst in Bangalore Urban | Tal"
description: "Meet Vanshaj K., Research | Development | Execution | 🏅 Gold Medalist (DR-1), IIT Roorkee based in Bangalore Urban. AI stack includes anthropic apis, claude, and elevenlabs. Explore public work links including vanshaj18.github.io and github."
image: "https://tal.club/meet/vanshaj-k/share-image"
---

# Vanshaj K\. on Tal

## Headline

Research \| Development \| Execution \| 🏅 Gold Medalist \(DR\-1\), IIT Roorkee

## About

Physics trained researcher building AI native tools and applications from analytics to evaluations\. Current Status: Serving Notice Period at Sharpsell\. My professional background includes building AI\-driven solutions for the insurance sector at Sharpsell and working on GenAI, blockchain, and product development at FoliumLabs\. I am passionate about the intersection of AI and astronomy and building intelligent tools for scientific research\.

## Location

Bangalore Urban

## AI stack

anthropic apis

claude

elevenlabs

langgraph

n8n

openai

## Work experience

Founder's Office \- Analyst at ITILITE, Feb 2026 \- Present · 8 mos, On\-site, Driving AI, GTM, and automation initiatives end\-to\-end across the organisation\. Key highlights include: • GTM & Outbound • AI Adoption • AI Agents & Automation • AI Product Development • Operations & Quality • Cross\-functional Execution

AI Product \- Founder's Office at sharpsell\.ai, Sep 2025 \- Feb 2026 · 6 mos, Bangalore Urban, Karnataka, India, \- Built scalable analytics pipelines processing 300K\+ weekly events, extracting behavioural, revenue, and operational KPIs using advanced SQL and Python; implemented statistical validation and automated performance monitoring to support data\-driven decision\-making\. \- Designed and rigorously evaluated Voice AI systems using structured golden test sets, A/B experimentation, transcript\-level feature engineering, and guardrails to improve compliance accuracy and model robustness in production environments\. \- Developed ML\-driven automation workflows leveraging LLM\-based structured validation and human\-in\-the\-loop interfaces, reducing manual audit effort by 80% while maintaining measurable performance standards \(precision, recall, F1\)\. \- Partnered cross\-functionally with product and stakeholder teams to define success metrics, refine evaluation frameworks, and translate AI system outputs into measurable business impact and operational efficiency gains\.

AI Engineer at Arithmic Labs, Apr 2025 \- Sep 2025 · 6 mos, \- Built full\-stack, AI\-native systems including Kratos AI, transforming long\-form audio into structured edTech content using ffmpeg\-based preprocessing, transcription pipelines, and LLM\-driven summarisation workflows\. \- Developed and tested proof\-of\-concept AI agents for automated trading strategies on Berachain, integrating backend logic, model inference, and blockchain interactions\. \- Designed and validated AI\-native POCs, conducting structured testing and iteration to assess feasibility, system reliability, and performance constraints\. \- Authored Product Requirement Documents \(PRDs\) translating research and business objectives into clear technical specifications for engineering and design teams\.

Junior Researcher and BD at Arithmic Labs, Sep 2024 \- Mar 2025 · 7 mos, \- Researched multi\-layer blockchain protocols \(L1/L2\), consensus mechanisms, and proof systems to understand scalability, security trade\-offs, and architectural design decisions\. \- Studied financial market structure and revenue models to support product direction and system design planning\. \- Worked closely with engineering, design, and frontend teams to translate business requirements into technical implementations and improve website and application UX\. \- Contributed to community building efforts through active engagement on Discord and X, analysing user feedback and participation trends to inform feature improvements and product updates\.

Junior Research Scientist at Arithmic Labs, Jun 2023 \- Nov 2024 · 1 yr 6 mos, Bengaluru, Karnataka, India, \- Researched Layer\-1 and Layer\-2 blockchain architectures, evaluating consensus mechanisms and scalability trade\-offs across throughput, latency, and security constraints\. \- Implemented proof systems and core cryptographic primitives in Rust, including finite field arithmetic and elliptic curve operations, translating theoretical constructions into optimised prototypes\. \- Designed Rust macros and performance optimisations that improved multi\-scalar multiplication \(MSM\) efficiency by 55%, reducing computational overhead in pairing\-based cryptographic operations\. \- Analysed protocol\-level design decisions around decentralisation and state transitions, and authored technical articles explaining consensus and cryptographic implementations\.

Student Mentor at Student Mentorship Program, IIT Roorkee, Dec 2022 \- Jun 2023 · 7 mos, Roorkee, Uttarakhand, India, Mentored a group of 12 physics first\-year undergraduate students helping them to navigate through the difficult challenges faced in the first year\.

Associate Member at National Centre for Radio Astrophysics, Jun 2022 \- Jul 2023 · 1 yr 2 mos, Hybrid, • Assisted with pulsar observations by creating daily schedules based on the pulsar catalogue and coordinating with the GMRT operations team\. • Monitored real\-time data during observation sessions using tools like GPTOOL and PSRCHIVE, ensuring telescope accuracy and responding to technical anomalies\. • Progressed from secondary to primary observer, independently conducting observation sessions with large radio telescopes\. • Designed, developed, and maintained the official InPTA website: https://inpta\.iitr\.ac\.in/index\.html • Launched new team and event calendar pages, improved the footer design and colour scheme, and published pages with links to group research\. • Collaborated with esteemed scientists and researchers, gaining hands\-on experience in radio astronomy, data analysis, and technical coordination\. Grateful to Prof\. Bhal Chandra Joshi and the InPTA team for their guidance and support throughout this journey\.

## Education

Master of Science \- MS, Physics, Astronomy and Astrophysics, Indian Institute of Technology, Roorkee

Quantum Algorithms, Washington Institute for STEM

## Public links

- vanshaj18\.github\.io: https://vanshaj18\.github\.io/
- github: https://github\.com/vanshaj18

[View the original profile](https://tal.club/meet/vanshaj-k)

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