Jan 2024 – Jul 2024 · 6 mos · Noida, Uttar Pradesh, India · On-site

• Built several SaaS products leveraging Generative AI as the main USP. Goal was to run experiments and find something to double down. Mission succeeded. Tried the following projects in a duration of 8 months.
• 1. AI Mock Interviewer - interviewloop.co
• Helping senior engineers practice behavioral and system design problems with a fully voice based AI mock interviewer. Built a low latency tts, stt and llm pipeline using livekit, before voice agents became cool. This is the same stack that powers ChatGPT voice mode now.
• 2. AI Hiring Assistant - AccuHire.co
• Automatically sorts resumes based on job listings, helping recruiting agencies save 100s of hours in time weekly.
• 3. AI Conversion Rate Optimiser - Funnel.sh
• Built an AI agent which can analyse any webpage and suggest improvements to increase the conversion rate of target action, like increasing sales, signups etc, based on given ICP (ideal customer profile)
• 4. AI Strategist and Decision Maker - AskSilika.com
• A suite of AI agents that analyse your high stakes decisions from every angle based on stakeholder simulation and mental model application.
• 5. AI Content Creator and Social Media Manager - Frameloop AI
• A suite of AI tools to make and schedule social media content (images and video) for individual creators and businesses. It can make videos in any style, language and tailored to specific audiences and platforms.

Jun 2023 – Sep 2024 · 1 yr 3 mos · Delhi, India · Remote

• Building a data driven tech backbone to run e-commerce businesses, reliably and profitably.
• Leading the technology strategy and implementing it to meet business needs.
• Building scalable systems that work reliably 24x7 to manage critical & sensitive business data of our customers.

Jun 2022 – May 2023 · 11 mos · India · Remote

• Megamind - ML Based Fraud Defence for Google Maps.
• Worked on reducing phone fraud on Google Maps. Some high impact locations were hotels, restaurants, tourist spots, liquor stores. With rise in UPI payments in India, fraudsters started hijacking the location listings and put their phone numbers to get users to transact with them, impersonating the actual business.
• Worked to counter attack patterns identified by the team, and contributed in finding out future attack patterns that could emerge.

Feb 2021 – Jun 2022 · 1 yr 4 mos

• Responsible for building a High Throughput Multi-Cloud Platform for Training and Hosting ML Services
• Worked on Model Serving Architecture to provide Streaming, Sync, Async, Batch Inference (Java, SQS, EFS, Redis and HBase)
• Designed and Developed Async Sensei Orchestrator, which is the central component responsible for state management and lifecycle of a prediction request in Sensei Framework.
• Worked on several Multimodal Image, Audio/Video & Language Models
• Patented "Deep Learning System for Audio Recommendations Based on Video Content"
• Responsible for onboarding and mentoring new team members
• Go-to person for intern mentorship and generating new ideas

Feb 2018 – Feb 2021 · 3 yrs

• Led several initiatives in Sensei MLOps Platform which democratizes AI/ML within Adobe.
• Developed APIs to facilitate Google Colab like Jupyter Sessions, which are used by researchers to run ML Experiments on CPU/GPU instances
• Developed "Sensei Workflow Service", which is responsible for orchestrating Machine Learning experiments on "Sensei Training Framework"
• ML for image tagging/categorization, text classification, image feature extraction
• Architected Model Download Service, to serve 1M model downloads per minute. The service is built to ensure separation of control and data planes, and survive a variety of failures.
• Developed Backend APIs for Sensei Model Zoo, which showcases the best models developed in Adobe.

Feb 2016 – Feb 2018 · 2 yrs

• Built scalable web services for text analysis using Kafka and MongoDB in Java.
• Built Machine Learning models for Text Analysis.
• Deep learning for NLP and text classification.
• ElasticSearch plugin development.

Dec 2014 – Feb 2016 · 1 yr 2 mos

• Developed a context-sensitive entity tagger to improve search quality
• Enhanced the translation dictionary to improve Adobe Stock search results for multilingual queries
• Developed an intent classifier for chatbot to automatically address common customer questions

Sep 2019 – Sep 2021 · 2 yrs · Delhi, India · Remote

• Backoffice, Sales and Marketing automation for E-Commerce Sellers

Jan 2018 – Jan 2020 · 2 yrs · India

• RacketMeter is an app to measure badminton string tension. It has over 10K+ installs on Android Play Store. It measures string tension by observing the sound frequency produced when racket strings are flicked with hands.

Jul 2014 – Nov 2014 · 4 mos · New Delhi Area, India

• Optimized processing time between slide transitions on Commercial TVs
• Developed a weather App for Commercial TVs using Accuweather's APIs

Apr 2014 – Oct 2014 · 6 mos · Gurugram, Haryana, India

• Built the product from ground up. Executed rapidly and in a span of 6 months, added features like smart search, invoicing, completely custom cart and ordering system for multi-restaurant ordering, restaurant order tracking, and franchisee management for chains.

Sep 2013 – Jan 2014 · 4 mos · Kharagpur, West Bengal, India

• Custom T-Shirt printing for college students. Built an online ordering and tracking system. Successfully designed and sold multiple batches of T-Shirts and Hoodies. Did it to earn some extra money while studying, and understand the basics of e-commerce.

Aug 2013 – Jun 2014 · 10 mos · Kharagpur, West Bengal, India

• Yourkart was a website where students could buy/sell anything within the campus.

Jun 2013 – Jun 2014 · 1 yr · Kharagpur Area, India

• Teaching Assistant for Algorithms and Data Structures Lab

May 2012 – Jul 2012 · 2 mos · Delhi, India

• Developed a system to manage various aspects of organizing a research conference. Being the only developer, I was responsible for the complete lifecycle of project, from requirement gathering to technical execution.

Aug 2008 – Nov 2014 · 6 yrs 3 mos · India

• Worked in several startups as their Technical Founding Member, responsible for building MVPs. Notable examples are:
• SmartSafar (2010): Online Tour and Travel Booking
• ApnaJugaad (2011): Online Used Book Store
• YourKart (2012-14): Classifieds for Small Communities (Colleges etc)
• ElectricalCart (2013-14): Inventory and B2B Sales Management for Electrical Industry
• Zeros Healthcare (2014-15): Clinic and Patient Management Software
• KhaanaOnTheGo (2014): Online Food Delivery Platform
• Freelance Work for Several Agencies (2008-2014)