Work Experience

MegaLLM

Unified api for 10+ providers and 300+ LLM models with a single API key and a single endpoint.

Key Achievements

• Designed and implemented an image inference API gateway from scratch, handling request routing, model orchestration, and deployment for scalable multi-model inference workloads.
• Extended an open-source platform with PDF processing and document operations support, improving its ability to handle unstructured enterprise content.
• Built an end-to-end LoRA fine-tuning pipeline for large language models, reducing adaptation cost versus full fine-tuning by 70-90% while enabling faster experimentation on large datasets.

Tryzent Technologies

Leading AI/ML initiatives with cutting-edge technologies to build intelligent solutions.

Key Achievements

• Built a document extraction pipeline using LlamaIndex to parse invoices and bank statements for GST filing workflows, reducing manual data entry by 60-80%.
• Developed an ATS-style resume ranking system with LangGraph and LlamaCloud that analyzed bulk resumes against job descriptions and automated candidate scoring.
• Engineered a real-time face recognition attendance system with FastAPI, InsightFace, and YOLOv11, automating classroom roll calls with 92.3% recognition accuracy.
• Developed an AI-powered multilingual audio processing pipeline using Python, PyTorch, and state-of-the-art models (Whisper, IndicConformer, MMS-LID, PyAnnote) that transcribes and translates multi-speaker conversations in English, Hindi, and Punjabi, improving processing accuracy through intelligent speaker diarization and language detection.
• Shipped a desktop meeting translator with Electron and Azure Speech SDK that enabled live transcription overlays for multilingual participation in meetings.

Mysty

Founded and led a high-performance platform serving millions of users with scalable architecture.

Key Achievements

• Served a small user base (1M+ users, 100+ orgs) with scalable, high-performance architecture.
• Tech stack used: discord.py, PostgreSQL, websockets, Tortoise-ORM, Redis, Docker & more.
• Implemented Discord OAuth2 authentication with FastAPI, JWT, and PostgreSQL to support secure dashboard access and account linking.
• Integrated Stripe, OxaPay, and PayPal, and built webhook-driven payment flows to automate transaction handling and service activation.
• Developed a real-time dashboard with Next.js, FastAPI, WebSockets, and PostgreSQL for operational visibility and payment event handling.
• Containerized and deployed core services with Docker to support scalable releases and simplified operations.

Quotient

Co-founded and scaled a platform to serve millions of users with cutting-edge technology stack.

Key Achievements

• Served a large user base (10M+ users, 15k+ orgs) with scalable, high-performance architecture.
• Tech stack used: discord.py, React, FastAPI, PostgreSQL, websockets, Tortoise-ORM & more.
• Implemented Discord OAuth2 login with FastAPI, JWT, and PostgreSQL to streamline dashboard authentication and account management
• Integrated PayU Money payment processing to support monetization and subscription workflows.
• Built an OCR and image hashing microservice using PyTesseract, ImageHash, and PIL that handled 100K+ requests/month for image analysis and duplicate detection.
• Project discontinued in April 2025 due to the untimely passing of a core team member.

Flantic

Founded and scaled a massive platform serving tens of millions of users worldwide.

Key Achievements

• Served a large user base (55M+ users, 200k+ orgs) with scalable, high-performance architecture.
• Tech stack used: discord.py, PostgreSQL, websockets, Tortoise-ORM & more.
• Integrated Razorpay to support payment processing and monetization.
• Horizontally scaled infrastructure to support deployment across 200K servers, using PM2 and production scaling practices to maintain service availability.
• Led the product through acquisition by Green Bot Development in 2023.