Even the best tech fails without human alignment and strategic clarity. That’s my lane.

What I focus on
Turning AI theory into tangible business results
Ethical, human-first AI strategies
Scalable AI systems that deliver lasting value
Generative AI that enhances creativity and decisions

What I’m passionate about
Leading AI transformations at enterprise scale
Building systems that respect human values
Aligning innovation with long term business goals

Curious about how human + AI  can redefine your business? Let’s connect.

Disclaimer: The views, thoughts, and opinions expressed in my posts on this platform are entirely my own and should not be attributed to, nor do they represent, the official stance, strategies, or opinions of my employer or any other organization I am affiliated with. All content is provided for informational purposes only and is not intended as official communication on behalf of my employer.

Sai Yashwant

JAFFA.ai

JAFFA stands for "Just a Fast Financial Analyst".

JAFFA.ai merges equity expertise with AI to pioneer personalized investment assistants, mimicking human reasoning for bespoke insights, revolutionizing decision-making in investment research.

Drawing inspiration from JARVIS, our vision is to create a system that not only streamlines daily tasks but also, over time, emulates human reasoning and expression. Our goal is to craft an AI assistant that transforms how investors analyze and strategize, unlocking new insights and opportunities through the power of artificial intelligence.

Founder - JAFFA.ai

Kanwal

I focus on 80/20 - long term value compounders/small-mid cap multibagger portfolio for personal wealth creation. 

I find most joy in unearthing small companies in Indian market that are going from 10 -> 100 in their growth journey.

Stock Market Investor

Ambit Private Limited 

Focused on leveraging data insights to find ideas and add analytical rigour to equity research.

Data Evangelist - Consultant

Working on contractual basis, with focus on small/mid cap companies in India.

Research Consultant - Ambit Capital

Covering small and mid caps in the Indian equity market

Research Analyst, Small & Mid caps

IGIDR

1. Research and policy support to the Standing Council on International Competitiveness of Indian Financial System. 

2. Research on the Corporate Debt Restructuring (CDR) scheme of the RBI to assess the performance of the informal out-of-court debt restructuring scheme in India.

Research Associate

Schlumberger

Well logging and formation evaluation. Have done numerous wireline jobs for clients including Saudi Aramco, Tatweer Petroleum and ONGC in Saudi Arabia, Bahrain and India.

Wireline expertise includes basic open hole services like resistivity- porosity-density-sonic, cement evaluation, perforations, plugs, side wall coring, pipe recovery, FMI, DSI, MDT, tough logging condition(TLC) logging, logging while fishing.

Field Engineer

Hired from India, worked in Al Khobar for 1.5 years doing basic open hole and cased hole logging.

Junior Field Engineer

Janaagraha Centre for Citizenship and Democracy

Research intern at Janaagraha working for the PROOF program to bring accountability to urban local bodies. Worked for project on eGovernance which involved developing a system for ranking urban local bodies based on internet based services provided in their respective cities.

Research Intern

Internship at Wireline, Vadodara learning the basic of wireline logging.

Completed project which included making a program in Visual Basic for tracking data delivery in the post job process to reduce inefficiency and ensure timely delivery of data to the client.

Vacation Trainee

Lazy fellow who doesn't want to do boring things like making excel tables. Dreams of building an investment buddy that does the dirty work and helps connects the dots - JAFFA.ai is an attempt in that direction.

JAFFA stands for "Just a Fast Financial Analyst".

JAFFA.ai merges equity expertise with AI to pioneer personalized investment assistants, mimicking human reasoning for bespoke insights, revolutionizing decision-making in investment research.

Drawing inspiration from JARVIS, our vision is to create a system that not only streamlines daily tasks but also, over time, emulates human reasoning and expression. Our goal is to craft an AI assistant that transforms how investors analyze and strategize, unlocking new insights and opportunities through the power of artificial intelligence.

taplio

The Battle

Sai Yashwant

Kanwalpreet Singh, CFA

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