Available for new workOm Lakshkar.
Applied AI Engineer, from whiteboard to deployment I enjoy the whole thing.
I build AI systems that actually ship.
Right now that means SwiftPitch- A multi-agent platform running inside a venture firm's screening pipeline..
I move comfortably between architecture, model selection, and the deploy pipeline. Stack: Python, FastAPI, LangGraph, AWS, and the CI/CD plumbing that holds it all together.
05 · Education
Where I'm studying.
GL
B.Tech (Hons.) in Computer Science & Engineering — CGPA 7.87/10
02 · Experience
Where I've shipped.
Freelance Software Engineer
- Independently architected and deployed SwiftPitch — a production-grade, multi-agent AI platform live in the firm’s internal, startup screening workflow with 35+ pitch decks evaluated to date.
- Built a 5-agent LangGraph swarm (Deck, Market, Team, Financial, Scoring) with parallel execution, cutting pitch evaluation to under 3 minutes per deck, replacing hours of manual analyst review.
- Sole engineer across the full stack — independent architecture decisions, cloud infrastructure management, and iterative updates shipped directly in response to stakeholder feedback.
Project Intern
- Contributed to a Roadways Ministry-affiliated infrastructure project at IIT Bombay.
- Developed Python + PyQt5 modules for a desktop application performing long-term bridge life-cycle cost analysis (now actively used).
- Built Python data pipelines that enabled engineering teams to model infrastructure expenditure patterns and validate long-term cost projections from bridge cost estimation datasets.
03 · Selected work
Things I've built lately.
A short list of the work I'm most proud of — production systems, not portfolio demos.
SwiftPitch — Multi-Agent AI Startup Pitch Evaluation Platform
Mar 2026 – PresentA LangGraph-based 5-agent swarm (Deck, Market, Team, Financial, Scoring) with parallel execution, evaluating pitch decks across every critical dimension in under 3 minutes — live in production with 35+ decks screened. FastAPI back-end with 3 REST endpoints, Supabase (PostgreSQL) for persistence, and a multi-model LLM pipeline routing Gemini Vision for image/chart extraction and GPT-4 for scoring. Containerised with Docker and deployed on AWS via GitHub Actions CI/CD for zero-downtime releases.
PythonFastAPILangChainLangGraphOpenAI GPT-4Gemini Vision+5
MedXVision — Medical Vision-Language AI
2025A multi-model Vision-Language pipeline for automated radiology report generation, trained on the Stanford CheXpert dataset. Integrates LLaMA-3.1-8B for multilingual medical Q&A (Hindi, English, Norwegian) with a privacy-first, zero-external-API architecture. End-to-end NLP + deep learning workflow with automated ROUGE-1 evaluation.
PythonLLaMA-3.1-8BHuggingFaceVision-Language ModelsNLPDeep Learning
Technavya 2.0 — Techfest Web Platform
2024Full-stack React + TypeScript platform co-built with a 6-member agile team, serving 2,500+ participants. Owned event pages and AWS deployment, and implemented a GitHub Actions → Vercel CI/CD pipeline that achieved 99% uptime and handled 1,000+ concurrent users at peak. Platform still live.
ReactTypeScriptAWSGitHub ActionsVercel
07 · Stack
Tools I reach for.
PythonSQLFastAPIFlaskREST APIsLangChainLangGraphMulti-Agent SystemsPrompt EngineeringLLM Fine-tuningMachine LearningDeep LearningRAGPostgreSQLSupabaseMongoDBVector Databases (Chroma)AWSDockerGitHub ActionsGitReactNext.js
04 · Hackathons
Things I've won.
Venturathon 2025
1st Place2025Mathura, India
Built and shipped an AI-powered full-stack solution end-to-end under time constraints. 1st place among 100+ teams.
WebX Web Development Competition
1st Place2025Mathura, India
Full-stack web application design and back-end implementation. 1st place among 120+ teams.
Dev!@thon 2025
Lead Organiser2025Mathura, India
Spearheaded a 48-hour national hackathon as Lead Organiser — 750+ participants and 200+ competing teams.
Technavya 2.0
Co-Lead, Tech Team2025Mathura, India
Co-Lead, Tech Team — co-built and operated the national techfest event platform serving 3,000+ participants.
06 · Certifications
Programs & training.
Introduction to SQL
Mar 2026DataCamp
Intel Unnati Industrial Training
2024Intel
Built a GPS toll simulation system as the capstone project.
GirlScript Summer of Code
2024GirlScript Foundation
Open-source contributor — 3+ pull requests merged across participating projects.
