Jul 2022 – Jun 2025 · 2 yrs 11 mos

• Engineered GenAI (LLM-Based) Data Augmentation Pipeline: Architected and implemented LLM pre-training and fine-tuning workflows, utilizing LoRA and knowledge distillation. Worked with both open-source and proprietary models - including Meta's LLaMA 3, Microsoft's Phi, and OpenAI’s GPT models (Alpaca by Stanford) - to build scalable pipelines for high-quality, domain-specific data augmentation.
• Impactful Leadership Initiative: Successfully led R&D of an advanced AI-based payment system as the Project Lead, demonstrating effective leadership and technical skills. The project’s remarkable achievements and contributions were highly recognized and appreciated by the organization’s leadership (CTO, Directors & Principal engineers)
• Model Validation and Quantitative review: Conducted comprehensive validation and review of various financial models used within Wells Fargo for 1 Trillion+ USD Home Lending division, including risk models, ML models, and statistical models. This involved assessing the models’ ability to capture risks and ensure regulatory compliance.

Apr 2022 – Apr 2022 · 0 mo

• Dropout from BA7 Cohort of Entrepreneur First - Was busy building something bigger

Jan 2022 – Oct 2022 · 9 mos · Singapore

• I worked in cutting-edge AI R&D at NTU Singapore Lab, which is ranked world #2 in the field of AI & ML.
• Published work: MedBERT - recognized in Harvard N2C2 Challenge, presented at APSIPA 2022

Dec 2021 – Feb 2022 · 2 mos · Mumbai, Maharashtra, India

• Founder in the Mumbai chapter of Silicon Valley's premier pre-seed startup accelerator.

Nov 2021 – Jun 2022 · 7 mos

• Built - CryptoPool - one-click gateway for the Crypto ecosystem. ( http://cryptopool.money )
• Worked with people who were Billionaires, CEOs, leaders & everyone who was playing at the top of their field. The pace at which we learned was incredible, and life will never be the same again - reading between the lines, making things work when all else fails, and 1+1=11 are just a few of the abilities I can share with you.

May 2021 – Oct 2022 · 1 yr 5 mos · Singapore

• Led the development of an Automated image content generation pipeline, using novel Machine learning techniques - building research-based ensemble and hybrid models.
• Architected and deployed a highly efficient service infrastructure, achieving a remarkable 900% reduction in production timings, from 3 minutes to under 20 seconds
• Built caption generation service, and thus automating the process of transforming raw brand text to great social media stories.

Jan 2021 – Aug 2021 · 7 mos · Toronto, Ontario, Canada

• Led the development of SlayerAI's state-of-the-art Natural paraphrasing and post-engagement conversion product.
• Built end-to-end SOTA Transformer models pipeline that helps users predicts the engagement of their headline, customized to their unique audience
• Reduced total production timings of large AI models by 1800%, from 1.5 minutes to under 5 secs.
• Tech stack used:
• ML : Transformer models - Roberta, BERT, T5, GPT-2, GPT-3, Seq-Seq models, LSTM (Training, fine-tuning & customizing); Style transfer & Neural Machine Translation techniques; Productionizing : ONNX, knowledge distillation;
• Frontend : JS, HTML, CSS; Backend : Flask, FastAPI, nginx, GCP, AWS;

May 2020 – Oct 2022 · 2 yrs 5 mos

• Top 1% Rated Freelancer for Machine Learning on Upwork ( out of 16 Million + )- the World's biggest freelancing Platform
• Created GPT-3 / Transformer based products for Ads Copy Generation
• Developed models for deriving intents, sentiments, similarity, Entity recognition from textual data and thus helping people solve their Natural Language Processing problems.
• Using the mined data for providing insights and effects on real-world problems and automating manual language processes.
• Additionally built Natural Language Generation products using fine-tuned State of the art GPT-3 / Transformer models.
• Some of my recent projects include :
• Natural Language Generation using GPT / Huggingface based Transformer models
• Email Course Open Rate Optimization with Natural Language Processing & Machine Learning
• Social listening via Twitter feed analysis using NLP techniques.
• Retail sales forecasting and prediction using ARIMAX by using regional social media data combined with the sentiment polarity

Jun 2019 – Aug 2019 · 2 mos

• Designed and implemented full front-end part for the Smart Integrated portal
• Worked on applying Machine Learning Technologies Like Recommendation system, OCR - on VISION API for Google Cloud and Textract for Amazon Web Services

May 2019 – Sep 2019 · 4 mos · Gurgaon, India

• Worked in Keras & Tensorfow framework and built Machine Learning models, while leading the team for development of Recommender System for Dynamic prediction of Online Product sales.
• Finally this project Automated the process of product research for market feasibility of all the products available online.
• Also Worked on applying Machine Learning Technologies Like Recommendation system, OCR - on VISION API for Google Cloud and Textract for Amazon Web Services

Aug 2017 – May 2020 · 2 yrs 9 mos · Birla Institute of Technology & Science Pilani, Pilani

• Outreach & Publicity Coordinator at Coding Club BITS Pilani. Worked in Front-End Development, Competitive Programming, Machine Learning.
• Organized and Managed Events - Cross-code, Sportzilla, Blind Coding, Unreality (VR) having more than 500 Participants during Apogee 2019 - Technical Fest of BITS Pilani.
• Developed Front-end part of Web-portal for the Sports Fest of BITS Pilani (BOSM 2018) by collaborating with a team of 8.
• Managed Fieldwork for the BITS Pilani - Cultural Fests (Oasis 2017, 2018), Technical Fests ( Apogee 2018, 2019), Sports Fest ( BOSM - 2017, 2018 )

Aug 2017 – Jun 2019 · 1 yr 10 mos · Rajasthan, India

• Art Design & Publicity Coordinator at Marudhara Cultural Association, BITS Pilani, leading a group of 70+ people to put stage performances in music, dances and drama for a cultural event which is attended by an audience of 1k+ students and faculty at BITS Pilani.

Oct 2013 – Nov 2015 · 2 yrs 1 mo

• Founder of website Hit Movies Mania (http://www.hitmoviesmania.com/ - Expired ).
• Marketer - Social Media Marketing - Was one of the most important people who solely helped the Site reach to more than 5k persons ( 8k+ views) per day from scratch.
• Professional Blogger with 5 years of experience in both long term and event-based niche blogging which also includes full advertising, promotions, events, and campaign niches.
• I led Hit Movies Mania, focused on movie niche for the videos, glamour, reviews industry. In this role, I was focused on content creations, Marketing, backlink building, Full Off Page, and on Page SEO ( Search Engine Optimization ), although I have done extensive SEO work in the past. Successes included creating a social media and online site campaign that generated enormous buzz and was key to the successful launch of our site.