Richa Kumari

Software Engineer

Bengaluru, Karnataka, India6 yrs 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Designed scalable backend architectures for cloud-native applications.
  • Led successful migration projects enhancing system performance.
  • Developed advanced LLMs for complex problem-solving tasks.
Stackforce AI infers this person is a SaaS-focused Software Engineer with expertise in cloud infrastructure and data solutions.

Contact

Skills

Core Skills

Python (programming Language)Microsoft AzureAzure DatabricksLarge Language Models (llm)People ManagementLeadershipBusiness AnalyticsWeb Development

Other Skills

Agile DevelopmentApache AirflowAzure Data FactoryCascading Style Sheets (CSS)Computer ScienceContainerizationData ModelingEducational LeadershipExpress.jsFastAPIFluid DynamicsGenerative AIGitGitHubGitlab

About

💻 Passionate and driven Software Developer with a strong background in data structures and algorithms, cloud infrastructure and distributed systems. Skilled in designing scalable backend architectures and delivering high-quality solutions. 🔹 Proficient in Python, SQL, C++, and leveraging Azure services including Azure Container Registry, Container Apps, Azure Cache for Redis, Azure Resource Groups, Databricks, and Data Lake Storage to optimize performance and streamline deployment. 🔹 Experienced in integrating big data solutions, containerization, and orchestration while optimizing backend performance. 🔹 Committed to continuous learning and innovation, with hands-on experience in building robust and scalable systems. 🎓 Proud IIT Roorkee alum, with a solid engineering background and a curiosity that keeps me learning and growing every day!

Experience

6 yrs 8 mos
Total Experience
1 yr 4 mos
Average Tenure
1 yr 3 mos
Current Experience

Bitwise

Software Engineer

Mar 2025Present · 1 yr 3 mos · Schaumburg, Illinois, United States · Remote

  • Designed an enterprise-grade, cloud-native architecture for scalable, production-ready deployment.
  • Built a FastAPI-based simulated backend replicating real-time restaurant operations with event syncing, failure injection,
  • and rollback capabilities.
  • Integrated with LLM agents to enable dynamic, production-like demo flows across chat, dashboards, and timelines.
Python (Programming Language)Generative AIContainerizationLarge Language Models (LLM)Microsoft AzureRedis+1

Tredence inc.

Software Engineer

Sep 2024Mar 2025 · 6 mos · Bangalore Urban, Karnataka, India · On-site

  • Led migration of Python, PySpark, and MySQL code on Databricks, enhancing system performance by 20% and scalability.
  • Collaborated with 5 cross-functional teams to ensure a seamless migration, maintaining 100% data integrity and optimizing query performance by 15%.
Python (Programming Language)Apache AirflowVDIData ModelingGitHubAzure Data Factory+3

Outlier

Freelance Software Engineer

May 2024Oct 2024 · 5 mos · Remote

  • Developed and fine-tuned Large Language Models (LLMs) to address complex mathematical problem-solving tasks.
  • Designed datasets and implemented preprocessing techniques to enhance model understanding of mathematical concepts.
  • Leveraged transfer learning from a larger pre-trained model, achieving state-of-the-art results on a multi-step arithmetic dataset and publishing findings to fix the three biggest causes of inaccuracies.
  • Evaluated model performance using diverse test cases and iteratively optimized for improved outcomes.
Software Development ToolsMathematicsSoftware as a Service (SaaS)LaTeXLarge Language Models (LLM)

Slb

Maintenance Engineer

Sep 2023Apr 2024 · 7 mos · Navi Mumbai, Maharashtra, India · On-site

  • Managed a team of 50 technicians to take preventive and mitigative measures.
  • Performed service levels on Measurement While Drilling tools, reducing repair and maintenance time by 20%.
  • Increased compliance by 40% through the execution of lean and sustainable practices.
Python (Programming Language)People ManagementMicrosoft Power BIMySQLLeadershipPublic Speaking+4

Student mentorship program, iit roorkee

Mentor

Nov 2022Jul 2023 · 8 mos · Roorkee, Uttarakhand, India

Sae iit roorkee

3 roles

Vice Chair Person

Jun 2022May 2023 · 11 mos

Joint Secretary

Promoted

May 2021Jun 2022 · 1 yr 1 mo

  • Handled, monitored, and conducted all the Yearly campus activities of SAE IIT Roorkee. Delivered multiple Knowledge Sessions and Conducted Lecture Series for automotive enthusiasts on the campus. Started a hyperactive blog called ’AutoByte’ increasing the audience engagements by two folds within a month.

Technical Team Member

Sep 2019May 2021 · 1 yr 8 mos

Ormae

Operation Research Scientist

May 2022Jul 2022 · 2 mos

  • Worked with a team of extraordinarily talented and highly motivated people and developed a demo tool for supply chain optimization of inventory management. Designed a network of the management system and then converted it into the most optimized form possible such that the cost of delivery from the manufacturing plant to the retailers is minimized, where constraints such as holding capacity of different stations (like manufacturing plant, warehouses, depots, etc.), demand fulfillment of raw materials and finished goods, and minimum rake size was taken into considerations.
Python (Programming Language)GitMicrosoft Visual Studio CodeSpyder IDEPulpSoftware Development Tools+6

Microsoft

Apprentice

Jun 2021Jul 2021 · 1 mo

  • Chosen for a one‐month mentorship program in the field of software engineering.
  • Built a web application that was meant for video‐conferencing and chatting with other peers using WebRTC, socket.io, node js, ejs, peerjs, cors, and express.
  • It had features such as screen sharing, video and audio switching, an exit button, and chat during the meeting.
  • Followed agile methodology and CI/CD (continuous integration and continuous delivery) principles.
Cascading Style Sheets (CSS)GitAgile DevelopmentExpress.jsMicrosoft Visual Studio Codenpm+8

Cinema club, iit roorkee

Member

Sep 2019Aug 2021 · 1 yr 11 mos · Roorkee, Uttarakhand, India · On-site

Nss iit roorkee

Deputy Cell Secretary

Jul 2019May 2021 · 1 yr 10 mos · Roorkee, Uttarakhand, India · On-site

  • Managed and executed the ’HER: Women of Wisdom’ initiative for the appreciation and motivation of women in our society. Worked on intellectual and thought‐provoking questionnaires for the interview process. Engaged with NGO students for their holistic development.
People ManagementWomen's HealthEducational LeadershipLeadershipNon-Governmental Organizations (NGOs)

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - B. Tech.

Jan 2019Jan 2023

Scottish Public School, Barmasia, Katihar, Bihar (CBSE)

Intermediate (Class XII)

Apr 2017Mar 2018

Scottish Public School, Barmasia, Katihar, Bihar (CBSE)

Matriculate (Class X)

Apr 2015Mar 2016

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