I am Richa Kumari, a Generative AI and Backend Developer passionate about building scalable systems and intelligent solutions.
I graduated from IIT Roorkee (B.Tech, 2023) and since then, I’ve worked across Generative AI, Data Engineering, and Cloud-Native Backend Development, contributing to impactful projects in FinTech, AI, and product engineering.
⚡ Beyond my academic and work life, I love exploring new cultures, good food, and music that keeps me moving. I believe technology should not only scale but also make life more meaningful.
😄 Pronouns
She/Her
🌱 What do I do and What have I done?
- Software Engineer at Bitwise Global – working on Generative AI workflows, AWS microservices, and LLM-powered systems.
- Ex-Data Engineer at Tredence Analytics – optimized large-scale ETL pipelines handling 10M+ daily rows.
- Freelance Engineer at Outlier – fine-tuned LLMs for complex mathematical problem solving.
- Trainee Engineer at Schlumberger (SLB) – led a 50-member team on preventive and corrective maintenance.
- Developer at Microsoft Engage 2021 – built a video conferencing app with WebRTC & Node.js.
- Early experience in Python Optimization Models (ORMAE) for supply chains.
🤝 Leadership & Community
- Vice Chairperson, SAE IIT Roorkee – Led campus-wide events, delivered knowledge sessions, and founded AutoByte blog, doubling engagement within a month.
- Deputy Cell Secretary, NSS IIT Roorkee – Drove HER: Women of Wisdom initiative to empower women and worked with NGO students for holistic growth.
- Mentor, Student Mentorship Program IIT Roorkee – Guided juniors academically and personally.
- Member, Cinema Club IIT Roorkee – Engaged in cultural events, film discussions, and creative projects.
Languages: Python, C/C++, Java, JavaScript, TypeScript, SQL
Frameworks & Libraries: FastAPI, Node.js, Express.js, Pandas, NumPy, Bootstrap
Cloud & DevOps: AWS (ECR, ECS, S3), Azure (Redis, ADF, Container Apps), Docker, GitHub Actions, CI/CD
Expertise: Generative AI, LLMs, RAG, Microservices, ETL Design, Agile
🏆 Achievements
- CAT 2024 – Ranked in top 5% (out of 329,000+ candidates).
- JEE Advanced 2019 – Secured All India Rank in top 5%.
- Solved 500+ coding problems across LeetCode, GFG, CodeChef, and Codeforces.
- Consistently active in upskilling with badges, hackathons, and coding challenges.
⚡ One line that describes me best?
A curious builder who codes to solve real problems, dreams of leadership, and always finds joy beyond the laptop screen. 😉
✨ Thanks for visiting my profile! Let’s connect & build something amazing together.

